Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
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Session Overview | |
| Location: Poster Location |
| Date: Monday, 25/Aug/2025 | |
| 10:45am - 11:30am |
Poster Exhibition: M / Monday posters Location: Poster Location Longitudinal Psychological Status and Risk of Major Cardiovascular Events (MCE) in Individuals with Pre-Existing Myocardial Infarction: A Joint Modeling Approach Cardio-metabolic traits and its socioeconomic differentials among school children including MONW phenotypes in India: A baseline characteristics of LEAP-C cohort External validation of SMART2 model for recurrent cardiovascular risk Multi-disease risk models to target concomitant diseases and their interactions: Insights on cardio-renal-metabolic syndrome in England Machine learning methods for analyzing longitudinal health data streams: A comparative study Evaluating the fairness of a clinical prediction model for outcomes following psychological treatment in the UK’s National Health Service Multiple Imputation vs. Machine Learning for Handling Missing Data in Prediction Modelling: Which Best Balances Stability, Performance, and Computational Efficiency? Estimating rates of dental treatment and unmet dental need in a spatially explicit model in children in England, 2016-2018 Statistical Approach to Assess the Impact of Hospital Settings on Optimal Staffing Levels Real-time predictions of bed occupancy in hospitals. Positive and negative predictive values of diagnostic tests using area under the curve Freely accessible software for recruitment prediction and recruitment monitoring: Is it necessary? On moderation in a Bayesian log-contrast compositional model with a total. Interaction between extreme temperatures and pollutants on mortality Graphical inference in nonparametric hypothesis testing: A two-dimensional grid framework for analysis and visualization On regression analysis of interval-valued data based on order statistics Two-sided Beyesian simultaneous credible bands in linear regression model Cell composition analysis with unmeasured confounding Temporal transcriptomic analysis of microexon alternative splicing in mouse neurodevelopmental genes A Robust Method for Accurate Reconstruction of 3D Genome Conformation from Hi-C Data Balancing Accuracy, Clinical Utility, and Explainability: A Machine Learning Approach to Prostate Cancer Prediction Development of a thyroid cancer recurrence prediction calculator: A regression approach A comparison of methods for modelling multi-state cancer progression using screening data with censoring after intervention ADHD and 10–Year Disease Progression from Initiating Pharmacotherapy for Hypertension to Death: A Multistate Modelling Analysis Understanding PSA Dynamics: Integrating Longitudinal Trajectories, Testing Patterns, and Disease Progression. Joint Modeling for Principal Stratification: Analyzing Stroke Events in CADASIL Patients Across NOTCH3 Variants Challenges in modelling neuropsychiatric symptoms in early Alzheimer's Disease Network models to decipher the Human exposome : application to food exposome patterns in the general population Study brain connectivity changes in Dementia with Lewy Bodies with Functional Conditional Gaussian Graphical Models LongiSurvSHAP: Explaining Survival Models with Longitudinal Features Prognostic Models for Recurrent Event Data Unlocking diagnosis code for longitudinal modeling through representations from large language models Machine Learning Perspectives in Survival Prediction Model Selection: Frequentist vs. Bayesian Approach Non-parametric methods for comparing survival functions with censored data: Exhaustive simulation of all possible beyond-observed censoring scenarios and computational analysis Tree-based methods for length-biased survival data Evaluating different pragmatic approaches for selecting the truncation time of the restricted mean survival time in randomized controlled trials Identifying risk factors for hospital readmission in home-based care: a study from a monographic paediatric cancer centre A web-application for predicting Serious Adverse Event for guiding the enrollment procedure in Clinical Trials with Machine Learning Methods Assessing the Overall Burden of Adverse Events in Clinical Trials: Approaches and Challenges Matching-adjusted indirect comparison of endoscopic and craniofacial resection for the treatment of sinonasal cancer invading the skull base Information borrowing in phase II randomized dose-ranging clinical trials in oncology Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior A Bayesian approach to decision making in early development clinical trials : An R solution. Designing Clinical Trials in R with rpact and crmPack Leveraging on historical controls in the design and analysis of phase II clinical trials Design of a research project to evaluate the statistical utility after transformation of a CDISC database into OMOP format Introducing CAMIS: an open-source, community endeavor for Comparing Analysis Method Implementations in Software Assessing covariates influence on cure probability in mixture cure models using martingale difference correlation Aligning Estimators to Treatment Effects in the presence of Intercurrent Events in the Analyses of Safety Outcomes CUtools: an R package for clinical utility analysis of predictive models Impact of Particulate Matter 2.5 Levels on Chronic Obstructive Pulmonary Disease: An Analysis of Nationwide Claims Data in Thailand Changes in health services use of a cohort of COPD patients from a pre-pandemic to a COVID-19 pandemic period The ISARIC Clinical Epidemiology Platform: Standardized Analytical Pipelines for Rapid Outbreak Response Topic modelling and time-series analysis to explore methodological trend evolution Post-stroke facial palsy: prevalence on admission, risk factors, and recovery with hyperacute treatments Evaluating Outlier Detection Methods in Real-World Growth Data: A Sensitivity Analysis of Imperfect Data in a Cluster Randomised Controlled Trial Latent class analysis on intersectional social identities and mental wellbeing among ethnic minority youth in Aotearoa New Zealand Using multiple imputation in real-word data studies to aid in the identification of predictors of response while addressing missing data An imputation method for heterogeneous studies in Network Meta-Analysis: A Fully Conditional Specification approach using distance metrics Impact of lack of measurement invariance on causal inference in randomized controlled-trials including patient-reported outcome measures: a simulation study Evaluation of the Psychometric Qualities of Idiographic Patient Reported Outcome Measures (I-PROMs) for Patients Monitoring: PSYCHLOPS example Bias in the estimation of a psychometric function when using the PSI-method under optimal conditions – a simulation study Psychometric properties confirmation of the Multiple Sclerosis Autonomy Scale (MSAS) questionnaire evaluating patient autonomy in multiple sclerosis (MS) Learning heterogeneous treatment effect from multiple randomized trials to inform healthcare decision-making: implications and estimation methods Multiple imputation of missing viral load measurements in HIV treatment trials: a comparison of strategies A novel approach for assessing inconsistency in network meta-analysis: Application to comparative effectiveness analysis of antihypertensive treatments Investigating (bio)statistical literacy among health researchers in a Belgian university context: A framework and study protocol Balneotherapy for Peripheral Vascular Diseases: A Systematic Review with a Focus on Peripheral Arterial Disease and Chronic Venous Insufficiency Binomial Sum Variance Inequality correction of 95% CIs of percentages in multicentre studies ensures approximately 95% coverage with minimal width Sample size calculation methods for clinical trials using co-primary count endpoints Analysis of Composite Endpoint in Cardiovascular Device Clinical Trials Bayesian predictive monitoring using two-dimensional index for single-arm trial with bivariate binary outcomes Optimising covariate allocation at design stage using Fisher Information Matrix for Non-Linear Mixed Effects Models in pharmacometrics Unbiased Estimation for Hierarchical Models in Clinical Trials Sample size re-estimation for McNemar's test in a prospective randomized clinical trial on childhood glaucoma Bayesian bivariate analysis of phase II basket trials enabling borrowing of information Usefulness of the blinded sample size re-estimation for dose-response trials with MCP-Mod Quantification of allocation bias in clinical trials under a response-adaptive randomization procedure for binary response variables Assessment of Assay Sensitivity in Non-Inferiority Trials Using Aggregate Data from a Historical Trial: A Population Adjustment Approach Exploring methods for borrowing evidence across baskets or subgroups in a clinical trial: a simulation study Comparing The ED50 Between Treatment Groups Using Sequential Allocation Trials. A pre-study look into post-study knowledge: communicating the use(fulness) of pre-posteriors in early development design discussions Estimation and testing methods for delayed-start design as an alternative to single-arm trials in small clinical trials Dealing with missing values in adaptive N-of-1 trials Adaptive clinical trial design with delayed treatment effects using elicited prior distributions |
| 11:30am - 1:00pm |
Poster Exhibition: M / Monday posters Location: Poster Location Longitudinal Psychological Status and Risk of Major Cardiovascular Events (MCE) in Individuals with Pre-Existing Myocardial Infarction: A Joint Modeling Approach Cardio-metabolic traits and its socioeconomic differentials among school children including MONW phenotypes in India: A baseline characteristics of LEAP-C cohort External validation of SMART2 model for recurrent cardiovascular risk Multi-disease risk models to target concomitant diseases and their interactions: Insights on cardio-renal-metabolic syndrome in England Machine learning methods for analyzing longitudinal health data streams: A comparative study Evaluating the fairness of a clinical prediction model for outcomes following psychological treatment in the UK’s National Health Service Multiple Imputation vs. Machine Learning for Handling Missing Data in Prediction Modelling: Which Best Balances Stability, Performance, and Computational Efficiency? Estimating rates of dental treatment and unmet dental need in a spatially explicit model in children in England, 2016-2018 Statistical Approach to Assess the Impact of Hospital Settings on Optimal Staffing Levels Real-time predictions of bed occupancy in hospitals. Positive and negative predictive values of diagnostic tests using area under the curve Freely accessible software for recruitment prediction and recruitment monitoring: Is it necessary? On moderation in a Bayesian log-contrast compositional model with a total. Interaction between extreme temperatures and pollutants on mortality Graphical inference in nonparametric hypothesis testing: A two-dimensional grid framework for analysis and visualization On regression analysis of interval-valued data based on order statistics Two-sided Beyesian simultaneous credible bands in linear regression model Cell composition analysis with unmeasured confounding Temporal transcriptomic analysis of microexon alternative splicing in mouse neurodevelopmental genes A Robust Method for Accurate Reconstruction of 3D Genome Conformation from Hi-C Data Balancing Accuracy, Clinical Utility, and Explainability: A Machine Learning Approach to Prostate Cancer Prediction Development of a thyroid cancer recurrence prediction calculator: A regression approach A comparison of methods for modelling multi-state cancer progression using screening data with censoring after intervention ADHD and 10–Year Disease Progression from Initiating Pharmacotherapy for Hypertension to Death: A Multistate Modelling Analysis Understanding PSA Dynamics: Integrating Longitudinal Trajectories, Testing Patterns, and Disease Progression. Joint Modeling for Principal Stratification: Analyzing Stroke Events in CADASIL Patients Across NOTCH3 Variants Challenges in modelling neuropsychiatric symptoms in early Alzheimer's Disease Network models to decipher the Human exposome : application to food exposome patterns in the general population Study brain connectivity changes in Dementia with Lewy Bodies with Functional Conditional Gaussian Graphical Models LongiSurvSHAP: Explaining Survival Models with Longitudinal Features Prognostic Models for Recurrent Event Data Unlocking diagnosis code for longitudinal modeling through representations from large language models Machine Learning Perspectives in Survival Prediction Model Selection: Frequentist vs. Bayesian Approach Non-parametric methods for comparing survival functions with censored data: Exhaustive simulation of all possible beyond-observed censoring scenarios and computational analysis Tree-based methods for length-biased survival data Evaluating different pragmatic approaches for selecting the truncation time of the restricted mean survival time in randomized controlled trials Identifying risk factors for hospital readmission in home-based care: a study from a monographic paediatric cancer centre A web-application for predicting Serious Adverse Event for guiding the enrollment procedure in Clinical Trials with Machine Learning Methods Assessing the Overall Burden of Adverse Events in Clinical Trials: Approaches and Challenges Matching-adjusted indirect comparison of endoscopic and craniofacial resection for the treatment of sinonasal cancer invading the skull base Information borrowing in phase II randomized dose-ranging clinical trials in oncology Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior A Bayesian approach to decision making in early development clinical trials : An R solution. Designing Clinical Trials in R with rpact and crmPack Leveraging on historical controls in the design and analysis of phase II clinical trials Design of a research project to evaluate the statistical utility after transformation of a CDISC database into OMOP format Introducing CAMIS: an open-source, community endeavor for Comparing Analysis Method Implementations in Software Assessing covariates influence on cure probability in mixture cure models using martingale difference correlation Aligning Estimators to Treatment Effects in the presence of Intercurrent Events in the Analyses of Safety Outcomes CUtools: an R package for clinical utility analysis of predictive models Impact of Particulate Matter 2.5 Levels on Chronic Obstructive Pulmonary Disease: An Analysis of Nationwide Claims Data in Thailand Changes in health services use of a cohort of COPD patients from a pre-pandemic to a COVID-19 pandemic period The ISARIC Clinical Epidemiology Platform: Standardized Analytical Pipelines for Rapid Outbreak Response Topic modelling and time-series analysis to explore methodological trend evolution Post-stroke facial palsy: prevalence on admission, risk factors, and recovery with hyperacute treatments Evaluating Outlier Detection Methods in Real-World Growth Data: A Sensitivity Analysis of Imperfect Data in a Cluster Randomised Controlled Trial Latent class analysis on intersectional social identities and mental wellbeing among ethnic minority youth in Aotearoa New Zealand Using multiple imputation in real-word data studies to aid in the identification of predictors of response while addressing missing data An imputation method for heterogeneous studies in Network Meta-Analysis: A Fully Conditional Specification approach using distance metrics Impact of lack of measurement invariance on causal inference in randomized controlled-trials including patient-reported outcome measures: a simulation study Evaluation of the Psychometric Qualities of Idiographic Patient Reported Outcome Measures (I-PROMs) for Patients Monitoring: PSYCHLOPS example Bias in the estimation of a psychometric function when using the PSI-method under optimal conditions – a simulation study Psychometric properties confirmation of the Multiple Sclerosis Autonomy Scale (MSAS) questionnaire evaluating patient autonomy in multiple sclerosis (MS) Learning heterogeneous treatment effect from multiple randomized trials to inform healthcare decision-making: implications and estimation methods Multiple imputation of missing viral load measurements in HIV treatment trials: a comparison of strategies A novel approach for assessing inconsistency in network meta-analysis: Application to comparative effectiveness analysis of antihypertensive treatments Investigating (bio)statistical literacy among health researchers in a Belgian university context: A framework and study protocol Balneotherapy for Peripheral Vascular Diseases: A Systematic Review with a Focus on Peripheral Arterial Disease and Chronic Venous Insufficiency Binomial Sum Variance Inequality correction of 95% CIs of percentages in multicentre studies ensures approximately 95% coverage with minimal width Sample size calculation methods for clinical trials using co-primary count endpoints Analysis of Composite Endpoint in Cardiovascular Device Clinical Trials Bayesian predictive monitoring using two-dimensional index for single-arm trial with bivariate binary outcomes Optimising covariate allocation at design stage using Fisher Information Matrix for Non-Linear Mixed Effects Models in pharmacometrics Unbiased Estimation for Hierarchical Models in Clinical Trials Sample size re-estimation for McNemar's test in a prospective randomized clinical trial on childhood glaucoma Bayesian bivariate analysis of phase II basket trials enabling borrowing of information Usefulness of the blinded sample size re-estimation for dose-response trials with MCP-Mod Quantification of allocation bias in clinical trials under a response-adaptive randomization procedure for binary response variables Assessment of Assay Sensitivity in Non-Inferiority Trials Using Aggregate Data from a Historical Trial: A Population Adjustment Approach Exploring methods for borrowing evidence across baskets or subgroups in a clinical trial: a simulation study Comparing The ED50 Between Treatment Groups Using Sequential Allocation Trials. A pre-study look into post-study knowledge: communicating the use(fulness) of pre-posteriors in early development design discussions Estimation and testing methods for delayed-start design as an alternative to single-arm trials in small clinical trials Dealing with missing values in adaptive N-of-1 trials Adaptive clinical trial design with delayed treatment effects using elicited prior distributions |
| 1:00pm - 2:00pm |
Poster Exhibition: M / Monday posters Location: Poster Location Longitudinal Psychological Status and Risk of Major Cardiovascular Events (MCE) in Individuals with Pre-Existing Myocardial Infarction: A Joint Modeling Approach Cardio-metabolic traits and its socioeconomic differentials among school children including MONW phenotypes in India: A baseline characteristics of LEAP-C cohort External validation of SMART2 model for recurrent cardiovascular risk Multi-disease risk models to target concomitant diseases and their interactions: Insights on cardio-renal-metabolic syndrome in England Machine learning methods for analyzing longitudinal health data streams: A comparative study Evaluating the fairness of a clinical prediction model for outcomes following psychological treatment in the UK’s National Health Service Multiple Imputation vs. Machine Learning for Handling Missing Data in Prediction Modelling: Which Best Balances Stability, Performance, and Computational Efficiency? Estimating rates of dental treatment and unmet dental need in a spatially explicit model in children in England, 2016-2018 Statistical Approach to Assess the Impact of Hospital Settings on Optimal Staffing Levels Real-time predictions of bed occupancy in hospitals. Positive and negative predictive values of diagnostic tests using area under the curve Freely accessible software for recruitment prediction and recruitment monitoring: Is it necessary? On moderation in a Bayesian log-contrast compositional model with a total. Interaction between extreme temperatures and pollutants on mortality Graphical inference in nonparametric hypothesis testing: A two-dimensional grid framework for analysis and visualization On regression analysis of interval-valued data based on order statistics Two-sided Beyesian simultaneous credible bands in linear regression model Cell composition analysis with unmeasured confounding Temporal transcriptomic analysis of microexon alternative splicing in mouse neurodevelopmental genes A Robust Method for Accurate Reconstruction of 3D Genome Conformation from Hi-C Data Balancing Accuracy, Clinical Utility, and Explainability: A Machine Learning Approach to Prostate Cancer Prediction Development of a thyroid cancer recurrence prediction calculator: A regression approach A comparison of methods for modelling multi-state cancer progression using screening data with censoring after intervention ADHD and 10–Year Disease Progression from Initiating Pharmacotherapy for Hypertension to Death: A Multistate Modelling Analysis Understanding PSA Dynamics: Integrating Longitudinal Trajectories, Testing Patterns, and Disease Progression. Joint Modeling for Principal Stratification: Analyzing Stroke Events in CADASIL Patients Across NOTCH3 Variants Challenges in modelling neuropsychiatric symptoms in early Alzheimer's Disease Network models to decipher the Human exposome : application to food exposome patterns in the general population Study brain connectivity changes in Dementia with Lewy Bodies with Functional Conditional Gaussian Graphical Models LongiSurvSHAP: Explaining Survival Models with Longitudinal Features Prognostic Models for Recurrent Event Data Unlocking diagnosis code for longitudinal modeling through representations from large language models Machine Learning Perspectives in Survival Prediction Model Selection: Frequentist vs. Bayesian Approach Non-parametric methods for comparing survival functions with censored data: Exhaustive simulation of all possible beyond-observed censoring scenarios and computational analysis Tree-based methods for length-biased survival data Evaluating different pragmatic approaches for selecting the truncation time of the restricted mean survival time in randomized controlled trials Identifying risk factors for hospital readmission in home-based care: a study from a monographic paediatric cancer centre A web-application for predicting Serious Adverse Event for guiding the enrollment procedure in Clinical Trials with Machine Learning Methods Assessing the Overall Burden of Adverse Events in Clinical Trials: Approaches and Challenges Matching-adjusted indirect comparison of endoscopic and craniofacial resection for the treatment of sinonasal cancer invading the skull base Information borrowing in phase II randomized dose-ranging clinical trials in oncology Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior A Bayesian approach to decision making in early development clinical trials : An R solution. Designing Clinical Trials in R with rpact and crmPack Leveraging on historical controls in the design and analysis of phase II clinical trials Design of a research project to evaluate the statistical utility after transformation of a CDISC database into OMOP format Introducing CAMIS: an open-source, community endeavor for Comparing Analysis Method Implementations in Software Assessing covariates influence on cure probability in mixture cure models using martingale difference correlation Aligning Estimators to Treatment Effects in the presence of Intercurrent Events in the Analyses of Safety Outcomes CUtools: an R package for clinical utility analysis of predictive models Impact of Particulate Matter 2.5 Levels on Chronic Obstructive Pulmonary Disease: An Analysis of Nationwide Claims Data in Thailand Changes in health services use of a cohort of COPD patients from a pre-pandemic to a COVID-19 pandemic period The ISARIC Clinical Epidemiology Platform: Standardized Analytical Pipelines for Rapid Outbreak Response Topic modelling and time-series analysis to explore methodological trend evolution Post-stroke facial palsy: prevalence on admission, risk factors, and recovery with hyperacute treatments Evaluating Outlier Detection Methods in Real-World Growth Data: A Sensitivity Analysis of Imperfect Data in a Cluster Randomised Controlled Trial Latent class analysis on intersectional social identities and mental wellbeing among ethnic minority youth in Aotearoa New Zealand Using multiple imputation in real-word data studies to aid in the identification of predictors of response while addressing missing data An imputation method for heterogeneous studies in Network Meta-Analysis: A Fully Conditional Specification approach using distance metrics Impact of lack of measurement invariance on causal inference in randomized controlled-trials including patient-reported outcome measures: a simulation study Evaluation of the Psychometric Qualities of Idiographic Patient Reported Outcome Measures (I-PROMs) for Patients Monitoring: PSYCHLOPS example Bias in the estimation of a psychometric function when using the PSI-method under optimal conditions – a simulation study Psychometric properties confirmation of the Multiple Sclerosis Autonomy Scale (MSAS) questionnaire evaluating patient autonomy in multiple sclerosis (MS) Learning heterogeneous treatment effect from multiple randomized trials to inform healthcare decision-making: implications and estimation methods Multiple imputation of missing viral load measurements in HIV treatment trials: a comparison of strategies A novel approach for assessing inconsistency in network meta-analysis: Application to comparative effectiveness analysis of antihypertensive treatments Investigating (bio)statistical literacy among health researchers in a Belgian university context: A framework and study protocol Balneotherapy for Peripheral Vascular Diseases: A Systematic Review with a Focus on Peripheral Arterial Disease and Chronic Venous Insufficiency Binomial Sum Variance Inequality correction of 95% CIs of percentages in multicentre studies ensures approximately 95% coverage with minimal width Sample size calculation methods for clinical trials using co-primary count endpoints Analysis of Composite Endpoint in Cardiovascular Device Clinical Trials Bayesian predictive monitoring using two-dimensional index for single-arm trial with bivariate binary outcomes Optimising covariate allocation at design stage using Fisher Information Matrix for Non-Linear Mixed Effects Models in pharmacometrics Unbiased Estimation for Hierarchical Models in Clinical Trials Sample size re-estimation for McNemar's test in a prospective randomized clinical trial on childhood glaucoma Bayesian bivariate analysis of phase II basket trials enabling borrowing of information Usefulness of the blinded sample size re-estimation for dose-response trials with MCP-Mod Quantification of allocation bias in clinical trials under a response-adaptive randomization procedure for binary response variables Assessment of Assay Sensitivity in Non-Inferiority Trials Using Aggregate Data from a Historical Trial: A Population Adjustment Approach Exploring methods for borrowing evidence across baskets or subgroups in a clinical trial: a simulation study Comparing The ED50 Between Treatment Groups Using Sequential Allocation Trials. A pre-study look into post-study knowledge: communicating the use(fulness) of pre-posteriors in early development design discussions Estimation and testing methods for delayed-start design as an alternative to single-arm trials in small clinical trials Dealing with missing values in adaptive N-of-1 trials Adaptive clinical trial design with delayed treatment effects using elicited prior distributions |
| 2:00pm - 3:30pm |
Poster Exhibition: M / Monday posters Location: Poster Location Longitudinal Psychological Status and Risk of Major Cardiovascular Events (MCE) in Individuals with Pre-Existing Myocardial Infarction: A Joint Modeling Approach Cardio-metabolic traits and its socioeconomic differentials among school children including MONW phenotypes in India: A baseline characteristics of LEAP-C cohort External validation of SMART2 model for recurrent cardiovascular risk Multi-disease risk models to target concomitant diseases and their interactions: Insights on cardio-renal-metabolic syndrome in England Machine learning methods for analyzing longitudinal health data streams: A comparative study Evaluating the fairness of a clinical prediction model for outcomes following psychological treatment in the UK’s National Health Service Multiple Imputation vs. Machine Learning for Handling Missing Data in Prediction Modelling: Which Best Balances Stability, Performance, and Computational Efficiency? Estimating rates of dental treatment and unmet dental need in a spatially explicit model in children in England, 2016-2018 Statistical Approach to Assess the Impact of Hospital Settings on Optimal Staffing Levels Real-time predictions of bed occupancy in hospitals. Positive and negative predictive values of diagnostic tests using area under the curve Freely accessible software for recruitment prediction and recruitment monitoring: Is it necessary? On moderation in a Bayesian log-contrast compositional model with a total. Interaction between extreme temperatures and pollutants on mortality Graphical inference in nonparametric hypothesis testing: A two-dimensional grid framework for analysis and visualization On regression analysis of interval-valued data based on order statistics Two-sided Beyesian simultaneous credible bands in linear regression model Cell composition analysis with unmeasured confounding Temporal transcriptomic analysis of microexon alternative splicing in mouse neurodevelopmental genes A Robust Method for Accurate Reconstruction of 3D Genome Conformation from Hi-C Data Balancing Accuracy, Clinical Utility, and Explainability: A Machine Learning Approach to Prostate Cancer Prediction Development of a thyroid cancer recurrence prediction calculator: A regression approach A comparison of methods for modelling multi-state cancer progression using screening data with censoring after intervention ADHD and 10–Year Disease Progression from Initiating Pharmacotherapy for Hypertension to Death: A Multistate Modelling Analysis Understanding PSA Dynamics: Integrating Longitudinal Trajectories, Testing Patterns, and Disease Progression. Joint Modeling for Principal Stratification: Analyzing Stroke Events in CADASIL Patients Across NOTCH3 Variants Challenges in modelling neuropsychiatric symptoms in early Alzheimer's Disease Network models to decipher the Human exposome : application to food exposome patterns in the general population Study brain connectivity changes in Dementia with Lewy Bodies with Functional Conditional Gaussian Graphical Models LongiSurvSHAP: Explaining Survival Models with Longitudinal Features Prognostic Models for Recurrent Event Data Unlocking diagnosis code for longitudinal modeling through representations from large language models Machine Learning Perspectives in Survival Prediction Model Selection: Frequentist vs. Bayesian Approach Non-parametric methods for comparing survival functions with censored data: Exhaustive simulation of all possible beyond-observed censoring scenarios and computational analysis Tree-based methods for length-biased survival data Evaluating different pragmatic approaches for selecting the truncation time of the restricted mean survival time in randomized controlled trials Identifying risk factors for hospital readmission in home-based care: a study from a monographic paediatric cancer centre A web-application for predicting Serious Adverse Event for guiding the enrollment procedure in Clinical Trials with Machine Learning Methods Assessing the Overall Burden of Adverse Events in Clinical Trials: Approaches and Challenges Matching-adjusted indirect comparison of endoscopic and craniofacial resection for the treatment of sinonasal cancer invading the skull base Information borrowing in phase II randomized dose-ranging clinical trials in oncology Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior A Bayesian approach to decision making in early development clinical trials : An R solution. Designing Clinical Trials in R with rpact and crmPack Leveraging on historical controls in the design and analysis of phase II clinical trials Design of a research project to evaluate the statistical utility after transformation of a CDISC database into OMOP format Introducing CAMIS: an open-source, community endeavor for Comparing Analysis Method Implementations in Software Assessing covariates influence on cure probability in mixture cure models using martingale difference correlation Aligning Estimators to Treatment Effects in the presence of Intercurrent Events in the Analyses of Safety Outcomes CUtools: an R package for clinical utility analysis of predictive models Impact of Particulate Matter 2.5 Levels on Chronic Obstructive Pulmonary Disease: An Analysis of Nationwide Claims Data in Thailand Changes in health services use of a cohort of COPD patients from a pre-pandemic to a COVID-19 pandemic period The ISARIC Clinical Epidemiology Platform: Standardized Analytical Pipelines for Rapid Outbreak Response Topic modelling and time-series analysis to explore methodological trend evolution Post-stroke facial palsy: prevalence on admission, risk factors, and recovery with hyperacute treatments Evaluating Outlier Detection Methods in Real-World Growth Data: A Sensitivity Analysis of Imperfect Data in a Cluster Randomised Controlled Trial Latent class analysis on intersectional social identities and mental wellbeing among ethnic minority youth in Aotearoa New Zealand Using multiple imputation in real-word data studies to aid in the identification of predictors of response while addressing missing data An imputation method for heterogeneous studies in Network Meta-Analysis: A Fully Conditional Specification approach using distance metrics Impact of lack of measurement invariance on causal inference in randomized controlled-trials including patient-reported outcome measures: a simulation study Evaluation of the Psychometric Qualities of Idiographic Patient Reported Outcome Measures (I-PROMs) for Patients Monitoring: PSYCHLOPS example Bias in the estimation of a psychometric function when using the PSI-method under optimal conditions – a simulation study Psychometric properties confirmation of the Multiple Sclerosis Autonomy Scale (MSAS) questionnaire evaluating patient autonomy in multiple sclerosis (MS) Learning heterogeneous treatment effect from multiple randomized trials to inform healthcare decision-making: implications and estimation methods Multiple imputation of missing viral load measurements in HIV treatment trials: a comparison of strategies A novel approach for assessing inconsistency in network meta-analysis: Application to comparative effectiveness analysis of antihypertensive treatments Investigating (bio)statistical literacy among health researchers in a Belgian university context: A framework and study protocol Balneotherapy for Peripheral Vascular Diseases: A Systematic Review with a Focus on Peripheral Arterial Disease and Chronic Venous Insufficiency Binomial Sum Variance Inequality correction of 95% CIs of percentages in multicentre studies ensures approximately 95% coverage with minimal width Sample size calculation methods for clinical trials using co-primary count endpoints Analysis of Composite Endpoint in Cardiovascular Device Clinical Trials Bayesian predictive monitoring using two-dimensional index for single-arm trial with bivariate binary outcomes Optimising covariate allocation at design stage using Fisher Information Matrix for Non-Linear Mixed Effects Models in pharmacometrics Unbiased Estimation for Hierarchical Models in Clinical Trials Sample size re-estimation for McNemar's test in a prospective randomized clinical trial on childhood glaucoma Bayesian bivariate analysis of phase II basket trials enabling borrowing of information Usefulness of the blinded sample size re-estimation for dose-response trials with MCP-Mod Quantification of allocation bias in clinical trials under a response-adaptive randomization procedure for binary response variables Assessment of Assay Sensitivity in Non-Inferiority Trials Using Aggregate Data from a Historical Trial: A Population Adjustment Approach Exploring methods for borrowing evidence across baskets or subgroups in a clinical trial: a simulation study Comparing The ED50 Between Treatment Groups Using Sequential Allocation Trials. A pre-study look into post-study knowledge: communicating the use(fulness) of pre-posteriors in early development design discussions Estimation and testing methods for delayed-start design as an alternative to single-arm trials in small clinical trials Dealing with missing values in adaptive N-of-1 trials Adaptive clinical trial design with delayed treatment effects using elicited prior distributions |
| 3:30pm - 4:00pm |
Poster Exhibition: M / Monday posters Location: Poster Location Longitudinal Psychological Status and Risk of Major Cardiovascular Events (MCE) in Individuals with Pre-Existing Myocardial Infarction: A Joint Modeling Approach Cardio-metabolic traits and its socioeconomic differentials among school children including MONW phenotypes in India: A baseline characteristics of LEAP-C cohort External validation of SMART2 model for recurrent cardiovascular risk Multi-disease risk models to target concomitant diseases and their interactions: Insights on cardio-renal-metabolic syndrome in England Machine learning methods for analyzing longitudinal health data streams: A comparative study Evaluating the fairness of a clinical prediction model for outcomes following psychological treatment in the UK’s National Health Service Multiple Imputation vs. Machine Learning for Handling Missing Data in Prediction Modelling: Which Best Balances Stability, Performance, and Computational Efficiency? Estimating rates of dental treatment and unmet dental need in a spatially explicit model in children in England, 2016-2018 Statistical Approach to Assess the Impact of Hospital Settings on Optimal Staffing Levels Real-time predictions of bed occupancy in hospitals. Positive and negative predictive values of diagnostic tests using area under the curve Freely accessible software for recruitment prediction and recruitment monitoring: Is it necessary? On moderation in a Bayesian log-contrast compositional model with a total. Interaction between extreme temperatures and pollutants on mortality Graphical inference in nonparametric hypothesis testing: A two-dimensional grid framework for analysis and visualization On regression analysis of interval-valued data based on order statistics Two-sided Beyesian simultaneous credible bands in linear regression model Cell composition analysis with unmeasured confounding Temporal transcriptomic analysis of microexon alternative splicing in mouse neurodevelopmental genes A Robust Method for Accurate Reconstruction of 3D Genome Conformation from Hi-C Data Balancing Accuracy, Clinical Utility, and Explainability: A Machine Learning Approach to Prostate Cancer Prediction Development of a thyroid cancer recurrence prediction calculator: A regression approach A comparison of methods for modelling multi-state cancer progression using screening data with censoring after intervention ADHD and 10–Year Disease Progression from Initiating Pharmacotherapy for Hypertension to Death: A Multistate Modelling Analysis Understanding PSA Dynamics: Integrating Longitudinal Trajectories, Testing Patterns, and Disease Progression. Joint Modeling for Principal Stratification: Analyzing Stroke Events in CADASIL Patients Across NOTCH3 Variants Challenges in modelling neuropsychiatric symptoms in early Alzheimer's Disease Network models to decipher the Human exposome : application to food exposome patterns in the general population Study brain connectivity changes in Dementia with Lewy Bodies with Functional Conditional Gaussian Graphical Models LongiSurvSHAP: Explaining Survival Models with Longitudinal Features Prognostic Models for Recurrent Event Data Unlocking diagnosis code for longitudinal modeling through representations from large language models Machine Learning Perspectives in Survival Prediction Model Selection: Frequentist vs. Bayesian Approach Non-parametric methods for comparing survival functions with censored data: Exhaustive simulation of all possible beyond-observed censoring scenarios and computational analysis Tree-based methods for length-biased survival data Evaluating different pragmatic approaches for selecting the truncation time of the restricted mean survival time in randomized controlled trials Identifying risk factors for hospital readmission in home-based care: a study from a monographic paediatric cancer centre A web-application for predicting Serious Adverse Event for guiding the enrollment procedure in Clinical Trials with Machine Learning Methods Assessing the Overall Burden of Adverse Events in Clinical Trials: Approaches and Challenges Matching-adjusted indirect comparison of endoscopic and craniofacial resection for the treatment of sinonasal cancer invading the skull base Information borrowing in phase II randomized dose-ranging clinical trials in oncology Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior A Bayesian approach to decision making in early development clinical trials : An R solution. Designing Clinical Trials in R with rpact and crmPack Leveraging on historical controls in the design and analysis of phase II clinical trials Design of a research project to evaluate the statistical utility after transformation of a CDISC database into OMOP format Introducing CAMIS: an open-source, community endeavor for Comparing Analysis Method Implementations in Software Assessing covariates influence on cure probability in mixture cure models using martingale difference correlation Aligning Estimators to Treatment Effects in the presence of Intercurrent Events in the Analyses of Safety Outcomes CUtools: an R package for clinical utility analysis of predictive models Impact of Particulate Matter 2.5 Levels on Chronic Obstructive Pulmonary Disease: An Analysis of Nationwide Claims Data in Thailand Changes in health services use of a cohort of COPD patients from a pre-pandemic to a COVID-19 pandemic period The ISARIC Clinical Epidemiology Platform: Standardized Analytical Pipelines for Rapid Outbreak Response Topic modelling and time-series analysis to explore methodological trend evolution Post-stroke facial palsy: prevalence on admission, risk factors, and recovery with hyperacute treatments Evaluating Outlier Detection Methods in Real-World Growth Data: A Sensitivity Analysis of Imperfect Data in a Cluster Randomised Controlled Trial Latent class analysis on intersectional social identities and mental wellbeing among ethnic minority youth in Aotearoa New Zealand Using multiple imputation in real-word data studies to aid in the identification of predictors of response while addressing missing data An imputation method for heterogeneous studies in Network Meta-Analysis: A Fully Conditional Specification approach using distance metrics Impact of lack of measurement invariance on causal inference in randomized controlled-trials including patient-reported outcome measures: a simulation study Evaluation of the Psychometric Qualities of Idiographic Patient Reported Outcome Measures (I-PROMs) for Patients Monitoring: PSYCHLOPS example Bias in the estimation of a psychometric function when using the PSI-method under optimal conditions – a simulation study Psychometric properties confirmation of the Multiple Sclerosis Autonomy Scale (MSAS) questionnaire evaluating patient autonomy in multiple sclerosis (MS) Learning heterogeneous treatment effect from multiple randomized trials to inform healthcare decision-making: implications and estimation methods Multiple imputation of missing viral load measurements in HIV treatment trials: a comparison of strategies A novel approach for assessing inconsistency in network meta-analysis: Application to comparative effectiveness analysis of antihypertensive treatments Investigating (bio)statistical literacy among health researchers in a Belgian university context: A framework and study protocol Balneotherapy for Peripheral Vascular Diseases: A Systematic Review with a Focus on Peripheral Arterial Disease and Chronic Venous Insufficiency Binomial Sum Variance Inequality correction of 95% CIs of percentages in multicentre studies ensures approximately 95% coverage with minimal width Sample size calculation methods for clinical trials using co-primary count endpoints Analysis of Composite Endpoint in Cardiovascular Device Clinical Trials Bayesian predictive monitoring using two-dimensional index for single-arm trial with bivariate binary outcomes Optimising covariate allocation at design stage using Fisher Information Matrix for Non-Linear Mixed Effects Models in pharmacometrics Unbiased Estimation for Hierarchical Models in Clinical Trials Sample size re-estimation for McNemar's test in a prospective randomized clinical trial on childhood glaucoma Bayesian bivariate analysis of phase II basket trials enabling borrowing of information Usefulness of the blinded sample size re-estimation for dose-response trials with MCP-Mod Quantification of allocation bias in clinical trials under a response-adaptive randomization procedure for binary response variables Assessment of Assay Sensitivity in Non-Inferiority Trials Using Aggregate Data from a Historical Trial: A Population Adjustment Approach Exploring methods for borrowing evidence across baskets or subgroups in a clinical trial: a simulation study Comparing The ED50 Between Treatment Groups Using Sequential Allocation Trials. A pre-study look into post-study knowledge: communicating the use(fulness) of pre-posteriors in early development design discussions Estimation and testing methods for delayed-start design as an alternative to single-arm trials in small clinical trials Dealing with missing values in adaptive N-of-1 trials Adaptive clinical trial design with delayed treatment effects using elicited prior distributions |
| 4:00pm - 5:30pm |
Poster Exhibition: M / Monday posters Location: Poster Location Longitudinal Psychological Status and Risk of Major Cardiovascular Events (MCE) in Individuals with Pre-Existing Myocardial Infarction: A Joint Modeling Approach Cardio-metabolic traits and its socioeconomic differentials among school children including MONW phenotypes in India: A baseline characteristics of LEAP-C cohort External validation of SMART2 model for recurrent cardiovascular risk Multi-disease risk models to target concomitant diseases and their interactions: Insights on cardio-renal-metabolic syndrome in England Machine learning methods for analyzing longitudinal health data streams: A comparative study Evaluating the fairness of a clinical prediction model for outcomes following psychological treatment in the UK’s National Health Service Multiple Imputation vs. Machine Learning for Handling Missing Data in Prediction Modelling: Which Best Balances Stability, Performance, and Computational Efficiency? Estimating rates of dental treatment and unmet dental need in a spatially explicit model in children in England, 2016-2018 Statistical Approach to Assess the Impact of Hospital Settings on Optimal Staffing Levels Real-time predictions of bed occupancy in hospitals. Positive and negative predictive values of diagnostic tests using area under the curve Freely accessible software for recruitment prediction and recruitment monitoring: Is it necessary? On moderation in a Bayesian log-contrast compositional model with a total. Interaction between extreme temperatures and pollutants on mortality Graphical inference in nonparametric hypothesis testing: A two-dimensional grid framework for analysis and visualization On regression analysis of interval-valued data based on order statistics Two-sided Beyesian simultaneous credible bands in linear regression model Cell composition analysis with unmeasured confounding Temporal transcriptomic analysis of microexon alternative splicing in mouse neurodevelopmental genes A Robust Method for Accurate Reconstruction of 3D Genome Conformation from Hi-C Data Balancing Accuracy, Clinical Utility, and Explainability: A Machine Learning Approach to Prostate Cancer Prediction Development of a thyroid cancer recurrence prediction calculator: A regression approach A comparison of methods for modelling multi-state cancer progression using screening data with censoring after intervention ADHD and 10–Year Disease Progression from Initiating Pharmacotherapy for Hypertension to Death: A Multistate Modelling Analysis Understanding PSA Dynamics: Integrating Longitudinal Trajectories, Testing Patterns, and Disease Progression. Joint Modeling for Principal Stratification: Analyzing Stroke Events in CADASIL Patients Across NOTCH3 Variants Challenges in modelling neuropsychiatric symptoms in early Alzheimer's Disease Network models to decipher the Human exposome : application to food exposome patterns in the general population Study brain connectivity changes in Dementia with Lewy Bodies with Functional Conditional Gaussian Graphical Models LongiSurvSHAP: Explaining Survival Models with Longitudinal Features Prognostic Models for Recurrent Event Data Unlocking diagnosis code for longitudinal modeling through representations from large language models Machine Learning Perspectives in Survival Prediction Model Selection: Frequentist vs. Bayesian Approach Non-parametric methods for comparing survival functions with censored data: Exhaustive simulation of all possible beyond-observed censoring scenarios and computational analysis Tree-based methods for length-biased survival data Evaluating different pragmatic approaches for selecting the truncation time of the restricted mean survival time in randomized controlled trials Identifying risk factors for hospital readmission in home-based care: a study from a monographic paediatric cancer centre A web-application for predicting Serious Adverse Event for guiding the enrollment procedure in Clinical Trials with Machine Learning Methods Assessing the Overall Burden of Adverse Events in Clinical Trials: Approaches and Challenges Matching-adjusted indirect comparison of endoscopic and craniofacial resection for the treatment of sinonasal cancer invading the skull base Information borrowing in phase II randomized dose-ranging clinical trials in oncology Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior A Bayesian approach to decision making in early development clinical trials : An R solution. Designing Clinical Trials in R with rpact and crmPack Leveraging on historical controls in the design and analysis of phase II clinical trials Design of a research project to evaluate the statistical utility after transformation of a CDISC database into OMOP format Introducing CAMIS: an open-source, community endeavor for Comparing Analysis Method Implementations in Software Assessing covariates influence on cure probability in mixture cure models using martingale difference correlation Aligning Estimators to Treatment Effects in the presence of Intercurrent Events in the Analyses of Safety Outcomes CUtools: an R package for clinical utility analysis of predictive models Impact of Particulate Matter 2.5 Levels on Chronic Obstructive Pulmonary Disease: An Analysis of Nationwide Claims Data in Thailand Changes in health services use of a cohort of COPD patients from a pre-pandemic to a COVID-19 pandemic period The ISARIC Clinical Epidemiology Platform: Standardized Analytical Pipelines for Rapid Outbreak Response Topic modelling and time-series analysis to explore methodological trend evolution Post-stroke facial palsy: prevalence on admission, risk factors, and recovery with hyperacute treatments Evaluating Outlier Detection Methods in Real-World Growth Data: A Sensitivity Analysis of Imperfect Data in a Cluster Randomised Controlled Trial Latent class analysis on intersectional social identities and mental wellbeing among ethnic minority youth in Aotearoa New Zealand Using multiple imputation in real-word data studies to aid in the identification of predictors of response while addressing missing data An imputation method for heterogeneous studies in Network Meta-Analysis: A Fully Conditional Specification approach using distance metrics Impact of lack of measurement invariance on causal inference in randomized controlled-trials including patient-reported outcome measures: a simulation study Evaluation of the Psychometric Qualities of Idiographic Patient Reported Outcome Measures (I-PROMs) for Patients Monitoring: PSYCHLOPS example Bias in the estimation of a psychometric function when using the PSI-method under optimal conditions – a simulation study Psychometric properties confirmation of the Multiple Sclerosis Autonomy Scale (MSAS) questionnaire evaluating patient autonomy in multiple sclerosis (MS) Learning heterogeneous treatment effect from multiple randomized trials to inform healthcare decision-making: implications and estimation methods Multiple imputation of missing viral load measurements in HIV treatment trials: a comparison of strategies A novel approach for assessing inconsistency in network meta-analysis: Application to comparative effectiveness analysis of antihypertensive treatments Investigating (bio)statistical literacy among health researchers in a Belgian university context: A framework and study protocol Balneotherapy for Peripheral Vascular Diseases: A Systematic Review with a Focus on Peripheral Arterial Disease and Chronic Venous Insufficiency Binomial Sum Variance Inequality correction of 95% CIs of percentages in multicentre studies ensures approximately 95% coverage with minimal width Sample size calculation methods for clinical trials using co-primary count endpoints Analysis of Composite Endpoint in Cardiovascular Device Clinical Trials Bayesian predictive monitoring using two-dimensional index for single-arm trial with bivariate binary outcomes Optimising covariate allocation at design stage using Fisher Information Matrix for Non-Linear Mixed Effects Models in pharmacometrics Unbiased Estimation for Hierarchical Models in Clinical Trials Sample size re-estimation for McNemar's test in a prospective randomized clinical trial on childhood glaucoma Bayesian bivariate analysis of phase II basket trials enabling borrowing of information Usefulness of the blinded sample size re-estimation for dose-response trials with MCP-Mod Quantification of allocation bias in clinical trials under a response-adaptive randomization procedure for binary response variables Assessment of Assay Sensitivity in Non-Inferiority Trials Using Aggregate Data from a Historical Trial: A Population Adjustment Approach Exploring methods for borrowing evidence across baskets or subgroups in a clinical trial: a simulation study Comparing The ED50 Between Treatment Groups Using Sequential Allocation Trials. A pre-study look into post-study knowledge: communicating the use(fulness) of pre-posteriors in early development design discussions Estimation and testing methods for delayed-start design as an alternative to single-arm trials in small clinical trials Dealing with missing values in adaptive N-of-1 trials Adaptive clinical trial design with delayed treatment effects using elicited prior distributions |
| Date: Tuesday, 26/Aug/2025 | |
| 8:45am - 9:15am |
Poster Exhibition: T / Tuesday posters Location: Poster Location Leveraging Wearable data for Probabilistic Imputation in Cardiovascular Risk Calculators. Stepwise Prediction of Tuberculosis Treatment Outcomes Using XGBoost and Feature-Level Analysis: A Multi-Stage Approach to Clinical Decision Support The use of variable selection in clinical prediction modelling for binary outcomes: a systematic review Comparison of Methods for Incorporating Related Data when Developing Clinical Prediction Models: A Simulation Study A Systematic Review of Methodological Research on Multi-State Prediction Models Assessing the robustness of prediction models: A case study on in-hospital mortality prediction using MIMIC-III and MIMIC-IV The Influence of Variable Selection Approaches on Prediction Model Stability in Low-Dimensional Data: From Traditional Stepwise Selection to Regularisation techniques Early-detection of high-risk patient profiles admitted to hospital with respiratory infections using a multistate model Investigating fair data acquisition for risk prediction in resource-constrained settings A critical benchmark of Bayesian shrinkage estimation for subgroup analysis Mathematical Modelling of Oxygenation Dynamics Using High-Resolution Perfusion Data: An Advanced Statistical Framework for Understanding Oxygen Metabolism Marginal structural Cox model with weighted cumulative exposure modelling for the estimation of counterfactual Population Attributable Fractions Lost in the Forest of Forest Plots? Practical Guidelines and an All-in-One Tool for Forest Plots Robust Outlier Detection with Skewness-Adjusted Fences: Theoretical Foundations and Applications Minimum Area Confidence Set Optimality for Simultaneous Confidence Bands for Percentiles in Linear Regression: An Application to Estimating Shelf Life One-sided simultaneous tolerance intervals based on kernel density estimates Robust large-scale multiple testing for hidden Markov random field model Model informed assurance approach for 3-way PK similarity studies Korea Sequence Read Archive (KRA) - A public repository for archiving raw sequence data Integrative analysis of transcriptomic and epigenomic dynamics of liver organoids using single cell RNA-seq and ATAC-seq Leveraging tumor imaging compositional data structure in model feature space for predicting recurrence in colorectal carcinoma BayesPIM: A Bayesian Prevalence-Incidence Mixture Model for Screening Outcomes, with an Application to Colorectal Cancer Joint Modelling of Random Heterogeneity in Longitudinal and Multiple time-to-Events in Colon Cancer Refining the Association between BMI, Waist Circumference, and Breast Cancer Risk in Postmenopausal Women using G-formula Method Building cancer risk prediction models by synthesizing national registry and prevention trial data Modelling Individual-level Uncertainty from Missing Data in Personalised Breast Cancer Risk Prediction Time-varying covariates in Survival Analysis: a graphical approach to assessing the risk of cardiovascular events and aortic valve sclerosis development Polygenic scores as tools for intervention selection in the setting of finasteride for prostate cancer prevention Implementation of a Disease Progression Model accounting for covariates Genetics influences LDL-C response to statin therapy: short- and long-term observational study with functional data analysis Longitudinal analysis of imprecise disease status using latent Markov models: application to Italian Thyroid Cancer Observatory data Long-term risk prediction from short-term data – a microsimulation approach Deep learning algorithm for dynamic survival prediction with competitive risks Identifying Cutoff in Predictors in Survival Analysis: An Ensemble Strategy for Flexible Knot Selection Estimating Quality Adjusted Life Years (QALYs) from a joint modeling framework: a simulation-based study An Alternative Estimand for Overall Survival in the Presence of Treatment Discontinuation: Simulation Results and Case Study Corrections of confidence interval for differences in restricted mean survival times in clinical trials with small sample sizes Advantages and pitfalls of a multi-centre register collecting long-term real-world data on medical devices: Insights from a cochlear implant registry Development and validation of prognostic models in phase I oncology clinical trials Application of Bayesian surrogacy models to select primary endpoint in phase 2 based on relationship to a phase 3 endpoint Discontinuation and attrition rates in phase II or phase III first-line randomized clinical trials (RCTs) of solid tumors Enhancing Dose Selection in Phase I Cancer Trials: Extending the Bayesian Logistic Regression Model with Non-DLT Adverse Events Integration Bayesian Inference of the Parametric Piecewise Accelerated Failure Time Models for Immune-oncology Clinical Trials Bayesian power-based sample size determination for single-arm clinical trials with time-to-event endpoints Calibration of dose-agnostic priors for Bayesian dose-finding trial designs with multiple outcomes Estimands in platform trials with time - treatment interactions A Graphical Approach to Subpopulation Testing in Biomarker-Driven Clinical Trial Design Optimizing Biomarker-Based Enrichment strategies in clinical trials Leveraging Synthetic Data for Enhanced Clinical Research Outcomes Graph-Based Integration of Heterogeneous Biological Data for Precision Medicine: A Comparative Analysis of Neo4j and MySQL Revolutionizing Clinical Data Management: A Strategic Roadmap for Integrating AI/ML into CDM Strategies to scale up model selection for analysis of proteomic datasets using multiple linear mixed-effect models Cost-utility analysis of sodium-glucose cotransporter-2 inhibitors on chronic kidney disease progression in diabetes patients: a real-world data in Thailand Comparing the Safety and Effectiveness of Covid-19 Vaccines administered in England using OpenSAFELY: A Common Analytic Protocol Statistical requirements in medical diagnostic development across the UK, US, and EU markets: A review of regulation, guidelines and standards. Calf muscle development in NICU graduates compared with typically developing babies: an analysis of growth trajectories using linear mixed models Automating Report Generation with Stata: A Case Study of NORUSE Maternal Mortality Rate in Sudan 2020: Causes of Death, Obstetric Characteristics and Territorial Disparity, Using Statistical Analysis. Community-Based Health Screening Attendance and All-Cause Mortality in Rural South Africa: A Causal Analysis Reducing Uncertainty in Fertility Meta-Analysis: A Multivariate Approach to Clinical Pregnancy and Live Birth Outcomes Causal discovery for multi-cohort studies Extension of Causal Interaction Estimation Techniques through Integration of Machine Learning Algorithms Embrace Variety, Find Balance: Integrating Clinical Trial and External Data Using Causal Inference Methods Revisiting subgroup analysis: A reflection on health disparities using conditional independence Comparison of Multiple Imputation Approaches for Skewed Outcomes in Randomised Trials: a Simulation Study Assessing the effect of drug adherence on longitudinal clinical outcomes: A comparison of Instrumental Variable and Inverse Probability Weighting methods. Compliance between different anthropometric indexes reflecting nutritional status in women with polycystic ovary syndrome Effectiveness of different macronutrient composition diets on weight loss and blood pressure. A network meta-analysis Going from methodological research to methods guidance: the STandards for the development REseArch Methods guidance (STREAM) initiative Effectiveness of a Skill Check Sheet for Registered Dietitians: A Cluster Randomized Controlled Trial Protocol Bootstrap-based approaches for inference on the total deviation index in agreement studies with replicates Baseline treatment group adjustment in the BEST study, a longitudinal randomised controlled trial. The Subtle Yet Impactful Choices in Procedure to conduct Matching-Adjusted Indirect Comparison - Insights from Simulation Utility-based design: an improved approach to jointly analyze efficacy and safety in randomized comparative trials Hierarchical Composite Endpoints and win ratio methods in cardiovascular trials: a systematic review and consequent guidance Power calculation using the win-ratio for composite outcomes in randomized trials Feasibility of propensity score weighted analysis in rare disease trials: a simulation study A basket trial for rare diseases, with a crossover design for its substudies: a simulation study Comparing randomized trial designs in rare diseases with longitudinal models: a simulation study showcased by Autosomal Recessive Cerebellar Ataxias Sequential decision making in basket trials leveraging external-trial data: with applications to rare-disease trials Adaptive Designs and Bayesian Approaches: The Future of Clinical Trials |
| 9:15am - 10:45am |
Poster Exhibition: T / Tuesday posters Location: Poster Location Leveraging Wearable data for Probabilistic Imputation in Cardiovascular Risk Calculators. Stepwise Prediction of Tuberculosis Treatment Outcomes Using XGBoost and Feature-Level Analysis: A Multi-Stage Approach to Clinical Decision Support The use of variable selection in clinical prediction modelling for binary outcomes: a systematic review Comparison of Methods for Incorporating Related Data when Developing Clinical Prediction Models: A Simulation Study A Systematic Review of Methodological Research on Multi-State Prediction Models Assessing the robustness of prediction models: A case study on in-hospital mortality prediction using MIMIC-III and MIMIC-IV The Influence of Variable Selection Approaches on Prediction Model Stability in Low-Dimensional Data: From Traditional Stepwise Selection to Regularisation techniques Early-detection of high-risk patient profiles admitted to hospital with respiratory infections using a multistate model Investigating fair data acquisition for risk prediction in resource-constrained settings A critical benchmark of Bayesian shrinkage estimation for subgroup analysis Mathematical Modelling of Oxygenation Dynamics Using High-Resolution Perfusion Data: An Advanced Statistical Framework for Understanding Oxygen Metabolism Marginal structural Cox model with weighted cumulative exposure modelling for the estimation of counterfactual Population Attributable Fractions Lost in the Forest of Forest Plots? Practical Guidelines and an All-in-One Tool for Forest Plots Robust Outlier Detection with Skewness-Adjusted Fences: Theoretical Foundations and Applications Minimum Area Confidence Set Optimality for Simultaneous Confidence Bands for Percentiles in Linear Regression: An Application to Estimating Shelf Life One-sided simultaneous tolerance intervals based on kernel density estimates Robust large-scale multiple testing for hidden Markov random field model Model informed assurance approach for 3-way PK similarity studies Korea Sequence Read Archive (KRA) - A public repository for archiving raw sequence data Integrative analysis of transcriptomic and epigenomic dynamics of liver organoids using single cell RNA-seq and ATAC-seq Leveraging tumor imaging compositional data structure in model feature space for predicting recurrence in colorectal carcinoma BayesPIM: A Bayesian Prevalence-Incidence Mixture Model for Screening Outcomes, with an Application to Colorectal Cancer Joint Modelling of Random Heterogeneity in Longitudinal and Multiple time-to-Events in Colon Cancer Refining the Association between BMI, Waist Circumference, and Breast Cancer Risk in Postmenopausal Women using G-formula Method Building cancer risk prediction models by synthesizing national registry and prevention trial data Modelling Individual-level Uncertainty from Missing Data in Personalised Breast Cancer Risk Prediction Time-varying covariates in Survival Analysis: a graphical approach to assessing the risk of cardiovascular events and aortic valve sclerosis development Polygenic scores as tools for intervention selection in the setting of finasteride for prostate cancer prevention Implementation of a Disease Progression Model accounting for covariates Genetics influences LDL-C response to statin therapy: short- and long-term observational study with functional data analysis Longitudinal analysis of imprecise disease status using latent Markov models: application to Italian Thyroid Cancer Observatory data Long-term risk prediction from short-term data – a microsimulation approach Deep learning algorithm for dynamic survival prediction with competitive risks Identifying Cutoff in Predictors in Survival Analysis: An Ensemble Strategy for Flexible Knot Selection Estimating Quality Adjusted Life Years (QALYs) from a joint modeling framework: a simulation-based study An Alternative Estimand for Overall Survival in the Presence of Treatment Discontinuation: Simulation Results and Case Study Corrections of confidence interval for differences in restricted mean survival times in clinical trials with small sample sizes Advantages and pitfalls of a multi-centre register collecting long-term real-world data on medical devices: Insights from a cochlear implant registry Development and validation of prognostic models in phase I oncology clinical trials Application of Bayesian surrogacy models to select primary endpoint in phase 2 based on relationship to a phase 3 endpoint Discontinuation and attrition rates in phase II or phase III first-line randomized clinical trials (RCTs) of solid tumors Enhancing Dose Selection in Phase I Cancer Trials: Extending the Bayesian Logistic Regression Model with Non-DLT Adverse Events Integration Bayesian Inference of the Parametric Piecewise Accelerated Failure Time Models for Immune-oncology Clinical Trials Bayesian power-based sample size determination for single-arm clinical trials with time-to-event endpoints Calibration of dose-agnostic priors for Bayesian dose-finding trial designs with multiple outcomes Estimands in platform trials with time - treatment interactions A Graphical Approach to Subpopulation Testing in Biomarker-Driven Clinical Trial Design Optimizing Biomarker-Based Enrichment strategies in clinical trials Leveraging Synthetic Data for Enhanced Clinical Research Outcomes Graph-Based Integration of Heterogeneous Biological Data for Precision Medicine: A Comparative Analysis of Neo4j and MySQL Revolutionizing Clinical Data Management: A Strategic Roadmap for Integrating AI/ML into CDM Strategies to scale up model selection for analysis of proteomic datasets using multiple linear mixed-effect models Cost-utility analysis of sodium-glucose cotransporter-2 inhibitors on chronic kidney disease progression in diabetes patients: a real-world data in Thailand Comparing the Safety and Effectiveness of Covid-19 Vaccines administered in England using OpenSAFELY: A Common Analytic Protocol Statistical requirements in medical diagnostic development across the UK, US, and EU markets: A review of regulation, guidelines and standards. Calf muscle development in NICU graduates compared with typically developing babies: an analysis of growth trajectories using linear mixed models Automating Report Generation with Stata: A Case Study of NORUSE Maternal Mortality Rate in Sudan 2020: Causes of Death, Obstetric Characteristics and Territorial Disparity, Using Statistical Analysis. Community-Based Health Screening Attendance and All-Cause Mortality in Rural South Africa: A Causal Analysis Reducing Uncertainty in Fertility Meta-Analysis: A Multivariate Approach to Clinical Pregnancy and Live Birth Outcomes Causal discovery for multi-cohort studies Extension of Causal Interaction Estimation Techniques through Integration of Machine Learning Algorithms Embrace Variety, Find Balance: Integrating Clinical Trial and External Data Using Causal Inference Methods Revisiting subgroup analysis: A reflection on health disparities using conditional independence Comparison of Multiple Imputation Approaches for Skewed Outcomes in Randomised Trials: a Simulation Study Assessing the effect of drug adherence on longitudinal clinical outcomes: A comparison of Instrumental Variable and Inverse Probability Weighting methods. Compliance between different anthropometric indexes reflecting nutritional status in women with polycystic ovary syndrome Effectiveness of different macronutrient composition diets on weight loss and blood pressure. A network meta-analysis Going from methodological research to methods guidance: the STandards for the development REseArch Methods guidance (STREAM) initiative Effectiveness of a Skill Check Sheet for Registered Dietitians: A Cluster Randomized Controlled Trial Protocol Bootstrap-based approaches for inference on the total deviation index in agreement studies with replicates Baseline treatment group adjustment in the BEST study, a longitudinal randomised controlled trial. The Subtle Yet Impactful Choices in Procedure to conduct Matching-Adjusted Indirect Comparison - Insights from Simulation Utility-based design: an improved approach to jointly analyze efficacy and safety in randomized comparative trials Hierarchical Composite Endpoints and win ratio methods in cardiovascular trials: a systematic review and consequent guidance Power calculation using the win-ratio for composite outcomes in randomized trials Feasibility of propensity score weighted analysis in rare disease trials: a simulation study A basket trial for rare diseases, with a crossover design for its substudies: a simulation study Comparing randomized trial designs in rare diseases with longitudinal models: a simulation study showcased by Autosomal Recessive Cerebellar Ataxias Sequential decision making in basket trials leveraging external-trial data: with applications to rare-disease trials Adaptive Designs and Bayesian Approaches: The Future of Clinical Trials |
| 10:45am - 11:30am |
Poster Exhibition: T / Tuesday posters Location: Poster Location Leveraging Wearable data for Probabilistic Imputation in Cardiovascular Risk Calculators. Stepwise Prediction of Tuberculosis Treatment Outcomes Using XGBoost and Feature-Level Analysis: A Multi-Stage Approach to Clinical Decision Support The use of variable selection in clinical prediction modelling for binary outcomes: a systematic review Comparison of Methods for Incorporating Related Data when Developing Clinical Prediction Models: A Simulation Study A Systematic Review of Methodological Research on Multi-State Prediction Models Assessing the robustness of prediction models: A case study on in-hospital mortality prediction using MIMIC-III and MIMIC-IV The Influence of Variable Selection Approaches on Prediction Model Stability in Low-Dimensional Data: From Traditional Stepwise Selection to Regularisation techniques Early-detection of high-risk patient profiles admitted to hospital with respiratory infections using a multistate model Investigating fair data acquisition for risk prediction in resource-constrained settings A critical benchmark of Bayesian shrinkage estimation for subgroup analysis Mathematical Modelling of Oxygenation Dynamics Using High-Resolution Perfusion Data: An Advanced Statistical Framework for Understanding Oxygen Metabolism Marginal structural Cox model with weighted cumulative exposure modelling for the estimation of counterfactual Population Attributable Fractions Lost in the Forest of Forest Plots? Practical Guidelines and an All-in-One Tool for Forest Plots Robust Outlier Detection with Skewness-Adjusted Fences: Theoretical Foundations and Applications Minimum Area Confidence Set Optimality for Simultaneous Confidence Bands for Percentiles in Linear Regression: An Application to Estimating Shelf Life One-sided simultaneous tolerance intervals based on kernel density estimates Robust large-scale multiple testing for hidden Markov random field model Model informed assurance approach for 3-way PK similarity studies Korea Sequence Read Archive (KRA) - A public repository for archiving raw sequence data Integrative analysis of transcriptomic and epigenomic dynamics of liver organoids using single cell RNA-seq and ATAC-seq Leveraging tumor imaging compositional data structure in model feature space for predicting recurrence in colorectal carcinoma BayesPIM: A Bayesian Prevalence-Incidence Mixture Model for Screening Outcomes, with an Application to Colorectal Cancer Joint Modelling of Random Heterogeneity in Longitudinal and Multiple time-to-Events in Colon Cancer Refining the Association between BMI, Waist Circumference, and Breast Cancer Risk in Postmenopausal Women using G-formula Method Building cancer risk prediction models by synthesizing national registry and prevention trial data Modelling Individual-level Uncertainty from Missing Data in Personalised Breast Cancer Risk Prediction Time-varying covariates in Survival Analysis: a graphical approach to assessing the risk of cardiovascular events and aortic valve sclerosis development Polygenic scores as tools for intervention selection in the setting of finasteride for prostate cancer prevention Implementation of a Disease Progression Model accounting for covariates Genetics influences LDL-C response to statin therapy: short- and long-term observational study with functional data analysis Longitudinal analysis of imprecise disease status using latent Markov models: application to Italian Thyroid Cancer Observatory data Long-term risk prediction from short-term data – a microsimulation approach Deep learning algorithm for dynamic survival prediction with competitive risks Identifying Cutoff in Predictors in Survival Analysis: An Ensemble Strategy for Flexible Knot Selection Estimating Quality Adjusted Life Years (QALYs) from a joint modeling framework: a simulation-based study An Alternative Estimand for Overall Survival in the Presence of Treatment Discontinuation: Simulation Results and Case Study Corrections of confidence interval for differences in restricted mean survival times in clinical trials with small sample sizes Advantages and pitfalls of a multi-centre register collecting long-term real-world data on medical devices: Insights from a cochlear implant registry Development and validation of prognostic models in phase I oncology clinical trials Application of Bayesian surrogacy models to select primary endpoint in phase 2 based on relationship to a phase 3 endpoint Discontinuation and attrition rates in phase II or phase III first-line randomized clinical trials (RCTs) of solid tumors Enhancing Dose Selection in Phase I Cancer Trials: Extending the Bayesian Logistic Regression Model with Non-DLT Adverse Events Integration Bayesian Inference of the Parametric Piecewise Accelerated Failure Time Models for Immune-oncology Clinical Trials Bayesian power-based sample size determination for single-arm clinical trials with time-to-event endpoints Calibration of dose-agnostic priors for Bayesian dose-finding trial designs with multiple outcomes Estimands in platform trials with time - treatment interactions A Graphical Approach to Subpopulation Testing in Biomarker-Driven Clinical Trial Design Optimizing Biomarker-Based Enrichment strategies in clinical trials Leveraging Synthetic Data for Enhanced Clinical Research Outcomes Graph-Based Integration of Heterogeneous Biological Data for Precision Medicine: A Comparative Analysis of Neo4j and MySQL Revolutionizing Clinical Data Management: A Strategic Roadmap for Integrating AI/ML into CDM Strategies to scale up model selection for analysis of proteomic datasets using multiple linear mixed-effect models Cost-utility analysis of sodium-glucose cotransporter-2 inhibitors on chronic kidney disease progression in diabetes patients: a real-world data in Thailand Comparing the Safety and Effectiveness of Covid-19 Vaccines administered in England using OpenSAFELY: A Common Analytic Protocol Statistical requirements in medical diagnostic development across the UK, US, and EU markets: A review of regulation, guidelines and standards. Calf muscle development in NICU graduates compared with typically developing babies: an analysis of growth trajectories using linear mixed models Automating Report Generation with Stata: A Case Study of NORUSE Maternal Mortality Rate in Sudan 2020: Causes of Death, Obstetric Characteristics and Territorial Disparity, Using Statistical Analysis. Community-Based Health Screening Attendance and All-Cause Mortality in Rural South Africa: A Causal Analysis Reducing Uncertainty in Fertility Meta-Analysis: A Multivariate Approach to Clinical Pregnancy and Live Birth Outcomes Causal discovery for multi-cohort studies Extension of Causal Interaction Estimation Techniques through Integration of Machine Learning Algorithms Embrace Variety, Find Balance: Integrating Clinical Trial and External Data Using Causal Inference Methods Revisiting subgroup analysis: A reflection on health disparities using conditional independence Comparison of Multiple Imputation Approaches for Skewed Outcomes in Randomised Trials: a Simulation Study Assessing the effect of drug adherence on longitudinal clinical outcomes: A comparison of Instrumental Variable and Inverse Probability Weighting methods. Compliance between different anthropometric indexes reflecting nutritional status in women with polycystic ovary syndrome Effectiveness of different macronutrient composition diets on weight loss and blood pressure. A network meta-analysis Going from methodological research to methods guidance: the STandards for the development REseArch Methods guidance (STREAM) initiative Effectiveness of a Skill Check Sheet for Registered Dietitians: A Cluster Randomized Controlled Trial Protocol Bootstrap-based approaches for inference on the total deviation index in agreement studies with replicates Baseline treatment group adjustment in the BEST study, a longitudinal randomised controlled trial. The Subtle Yet Impactful Choices in Procedure to conduct Matching-Adjusted Indirect Comparison - Insights from Simulation Utility-based design: an improved approach to jointly analyze efficacy and safety in randomized comparative trials Hierarchical Composite Endpoints and win ratio methods in cardiovascular trials: a systematic review and consequent guidance Power calculation using the win-ratio for composite outcomes in randomized trials Feasibility of propensity score weighted analysis in rare disease trials: a simulation study A basket trial for rare diseases, with a crossover design for its substudies: a simulation study Comparing randomized trial designs in rare diseases with longitudinal models: a simulation study showcased by Autosomal Recessive Cerebellar Ataxias Sequential decision making in basket trials leveraging external-trial data: with applications to rare-disease trials Adaptive Designs and Bayesian Approaches: The Future of Clinical Trials |
| 11:30am - 1:00pm |
Poster Exhibition: T / Tuesday posters Location: Poster Location Leveraging Wearable data for Probabilistic Imputation in Cardiovascular Risk Calculators. Stepwise Prediction of Tuberculosis Treatment Outcomes Using XGBoost and Feature-Level Analysis: A Multi-Stage Approach to Clinical Decision Support The use of variable selection in clinical prediction modelling for binary outcomes: a systematic review Comparison of Methods for Incorporating Related Data when Developing Clinical Prediction Models: A Simulation Study A Systematic Review of Methodological Research on Multi-State Prediction Models Assessing the robustness of prediction models: A case study on in-hospital mortality prediction using MIMIC-III and MIMIC-IV The Influence of Variable Selection Approaches on Prediction Model Stability in Low-Dimensional Data: From Traditional Stepwise Selection to Regularisation techniques Early-detection of high-risk patient profiles admitted to hospital with respiratory infections using a multistate model Investigating fair data acquisition for risk prediction in resource-constrained settings A critical benchmark of Bayesian shrinkage estimation for subgroup analysis Mathematical Modelling of Oxygenation Dynamics Using High-Resolution Perfusion Data: An Advanced Statistical Framework for Understanding Oxygen Metabolism Marginal structural Cox model with weighted cumulative exposure modelling for the estimation of counterfactual Population Attributable Fractions Lost in the Forest of Forest Plots? Practical Guidelines and an All-in-One Tool for Forest Plots Robust Outlier Detection with Skewness-Adjusted Fences: Theoretical Foundations and Applications Minimum Area Confidence Set Optimality for Simultaneous Confidence Bands for Percentiles in Linear Regression: An Application to Estimating Shelf Life One-sided simultaneous tolerance intervals based on kernel density estimates Robust large-scale multiple testing for hidden Markov random field model Model informed assurance approach for 3-way PK similarity studies Korea Sequence Read Archive (KRA) - A public repository for archiving raw sequence data Integrative analysis of transcriptomic and epigenomic dynamics of liver organoids using single cell RNA-seq and ATAC-seq Leveraging tumor imaging compositional data structure in model feature space for predicting recurrence in colorectal carcinoma BayesPIM: A Bayesian Prevalence-Incidence Mixture Model for Screening Outcomes, with an Application to Colorectal Cancer Joint Modelling of Random Heterogeneity in Longitudinal and Multiple time-to-Events in Colon Cancer Refining the Association between BMI, Waist Circumference, and Breast Cancer Risk in Postmenopausal Women using G-formula Method Building cancer risk prediction models by synthesizing national registry and prevention trial data Modelling Individual-level Uncertainty from Missing Data in Personalised Breast Cancer Risk Prediction Time-varying covariates in Survival Analysis: a graphical approach to assessing the risk of cardiovascular events and aortic valve sclerosis development Polygenic scores as tools for intervention selection in the setting of finasteride for prostate cancer prevention Implementation of a Disease Progression Model accounting for covariates Genetics influences LDL-C response to statin therapy: short- and long-term observational study with functional data analysis Longitudinal analysis of imprecise disease status using latent Markov models: application to Italian Thyroid Cancer Observatory data Long-term risk prediction from short-term data – a microsimulation approach Deep learning algorithm for dynamic survival prediction with competitive risks Identifying Cutoff in Predictors in Survival Analysis: An Ensemble Strategy for Flexible Knot Selection Estimating Quality Adjusted Life Years (QALYs) from a joint modeling framework: a simulation-based study An Alternative Estimand for Overall Survival in the Presence of Treatment Discontinuation: Simulation Results and Case Study Corrections of confidence interval for differences in restricted mean survival times in clinical trials with small sample sizes Advantages and pitfalls of a multi-centre register collecting long-term real-world data on medical devices: Insights from a cochlear implant registry Development and validation of prognostic models in phase I oncology clinical trials Application of Bayesian surrogacy models to select primary endpoint in phase 2 based on relationship to a phase 3 endpoint Discontinuation and attrition rates in phase II or phase III first-line randomized clinical trials (RCTs) of solid tumors Enhancing Dose Selection in Phase I Cancer Trials: Extending the Bayesian Logistic Regression Model with Non-DLT Adverse Events Integration Bayesian Inference of the Parametric Piecewise Accelerated Failure Time Models for Immune-oncology Clinical Trials Bayesian power-based sample size determination for single-arm clinical trials with time-to-event endpoints Calibration of dose-agnostic priors for Bayesian dose-finding trial designs with multiple outcomes Estimands in platform trials with time - treatment interactions A Graphical Approach to Subpopulation Testing in Biomarker-Driven Clinical Trial Design Optimizing Biomarker-Based Enrichment strategies in clinical trials Leveraging Synthetic Data for Enhanced Clinical Research Outcomes Graph-Based Integration of Heterogeneous Biological Data for Precision Medicine: A Comparative Analysis of Neo4j and MySQL Revolutionizing Clinical Data Management: A Strategic Roadmap for Integrating AI/ML into CDM Strategies to scale up model selection for analysis of proteomic datasets using multiple linear mixed-effect models Cost-utility analysis of sodium-glucose cotransporter-2 inhibitors on chronic kidney disease progression in diabetes patients: a real-world data in Thailand Comparing the Safety and Effectiveness of Covid-19 Vaccines administered in England using OpenSAFELY: A Common Analytic Protocol Statistical requirements in medical diagnostic development across the UK, US, and EU markets: A review of regulation, guidelines and standards. Calf muscle development in NICU graduates compared with typically developing babies: an analysis of growth trajectories using linear mixed models Automating Report Generation with Stata: A Case Study of NORUSE Maternal Mortality Rate in Sudan 2020: Causes of Death, Obstetric Characteristics and Territorial Disparity, Using Statistical Analysis. Community-Based Health Screening Attendance and All-Cause Mortality in Rural South Africa: A Causal Analysis Reducing Uncertainty in Fertility Meta-Analysis: A Multivariate Approach to Clinical Pregnancy and Live Birth Outcomes Causal discovery for multi-cohort studies Extension of Causal Interaction Estimation Techniques through Integration of Machine Learning Algorithms Embrace Variety, Find Balance: Integrating Clinical Trial and External Data Using Causal Inference Methods Revisiting subgroup analysis: A reflection on health disparities using conditional independence Comparison of Multiple Imputation Approaches for Skewed Outcomes in Randomised Trials: a Simulation Study Assessing the effect of drug adherence on longitudinal clinical outcomes: A comparison of Instrumental Variable and Inverse Probability Weighting methods. Compliance between different anthropometric indexes reflecting nutritional status in women with polycystic ovary syndrome Effectiveness of different macronutrient composition diets on weight loss and blood pressure. A network meta-analysis Going from methodological research to methods guidance: the STandards for the development REseArch Methods guidance (STREAM) initiative Effectiveness of a Skill Check Sheet for Registered Dietitians: A Cluster Randomized Controlled Trial Protocol Bootstrap-based approaches for inference on the total deviation index in agreement studies with replicates Baseline treatment group adjustment in the BEST study, a longitudinal randomised controlled trial. The Subtle Yet Impactful Choices in Procedure to conduct Matching-Adjusted Indirect Comparison - Insights from Simulation Utility-based design: an improved approach to jointly analyze efficacy and safety in randomized comparative trials Hierarchical Composite Endpoints and win ratio methods in cardiovascular trials: a systematic review and consequent guidance Power calculation using the win-ratio for composite outcomes in randomized trials Feasibility of propensity score weighted analysis in rare disease trials: a simulation study A basket trial for rare diseases, with a crossover design for its substudies: a simulation study Comparing randomized trial designs in rare diseases with longitudinal models: a simulation study showcased by Autosomal Recessive Cerebellar Ataxias Sequential decision making in basket trials leveraging external-trial data: with applications to rare-disease trials Adaptive Designs and Bayesian Approaches: The Future of Clinical Trials |
| 1:00pm - 2:00pm |
Poster Exhibition: T / Tuesday posters Location: Poster Location Leveraging Wearable data for Probabilistic Imputation in Cardiovascular Risk Calculators. Stepwise Prediction of Tuberculosis Treatment Outcomes Using XGBoost and Feature-Level Analysis: A Multi-Stage Approach to Clinical Decision Support The use of variable selection in clinical prediction modelling for binary outcomes: a systematic review Comparison of Methods for Incorporating Related Data when Developing Clinical Prediction Models: A Simulation Study A Systematic Review of Methodological Research on Multi-State Prediction Models Assessing the robustness of prediction models: A case study on in-hospital mortality prediction using MIMIC-III and MIMIC-IV The Influence of Variable Selection Approaches on Prediction Model Stability in Low-Dimensional Data: From Traditional Stepwise Selection to Regularisation techniques Early-detection of high-risk patient profiles admitted to hospital with respiratory infections using a multistate model Investigating fair data acquisition for risk prediction in resource-constrained settings A critical benchmark of Bayesian shrinkage estimation for subgroup analysis Mathematical Modelling of Oxygenation Dynamics Using High-Resolution Perfusion Data: An Advanced Statistical Framework for Understanding Oxygen Metabolism Marginal structural Cox model with weighted cumulative exposure modelling for the estimation of counterfactual Population Attributable Fractions Lost in the Forest of Forest Plots? Practical Guidelines and an All-in-One Tool for Forest Plots Robust Outlier Detection with Skewness-Adjusted Fences: Theoretical Foundations and Applications Minimum Area Confidence Set Optimality for Simultaneous Confidence Bands for Percentiles in Linear Regression: An Application to Estimating Shelf Life One-sided simultaneous tolerance intervals based on kernel density estimates Robust large-scale multiple testing for hidden Markov random field model Model informed assurance approach for 3-way PK similarity studies Korea Sequence Read Archive (KRA) - A public repository for archiving raw sequence data Integrative analysis of transcriptomic and epigenomic dynamics of liver organoids using single cell RNA-seq and ATAC-seq Leveraging tumor imaging compositional data structure in model feature space for predicting recurrence in colorectal carcinoma BayesPIM: A Bayesian Prevalence-Incidence Mixture Model for Screening Outcomes, with an Application to Colorectal Cancer Joint Modelling of Random Heterogeneity in Longitudinal and Multiple time-to-Events in Colon Cancer Refining the Association between BMI, Waist Circumference, and Breast Cancer Risk in Postmenopausal Women using G-formula Method Building cancer risk prediction models by synthesizing national registry and prevention trial data Modelling Individual-level Uncertainty from Missing Data in Personalised Breast Cancer Risk Prediction Time-varying covariates in Survival Analysis: a graphical approach to assessing the risk of cardiovascular events and aortic valve sclerosis development Polygenic scores as tools for intervention selection in the setting of finasteride for prostate cancer prevention Implementation of a Disease Progression Model accounting for covariates Genetics influences LDL-C response to statin therapy: short- and long-term observational study with functional data analysis Longitudinal analysis of imprecise disease status using latent Markov models: application to Italian Thyroid Cancer Observatory data Long-term risk prediction from short-term data – a microsimulation approach Deep learning algorithm for dynamic survival prediction with competitive risks Identifying Cutoff in Predictors in Survival Analysis: An Ensemble Strategy for Flexible Knot Selection Estimating Quality Adjusted Life Years (QALYs) from a joint modeling framework: a simulation-based study An Alternative Estimand for Overall Survival in the Presence of Treatment Discontinuation: Simulation Results and Case Study Corrections of confidence interval for differences in restricted mean survival times in clinical trials with small sample sizes Advantages and pitfalls of a multi-centre register collecting long-term real-world data on medical devices: Insights from a cochlear implant registry Development and validation of prognostic models in phase I oncology clinical trials Application of Bayesian surrogacy models to select primary endpoint in phase 2 based on relationship to a phase 3 endpoint Discontinuation and attrition rates in phase II or phase III first-line randomized clinical trials (RCTs) of solid tumors Enhancing Dose Selection in Phase I Cancer Trials: Extending the Bayesian Logistic Regression Model with Non-DLT Adverse Events Integration Bayesian Inference of the Parametric Piecewise Accelerated Failure Time Models for Immune-oncology Clinical Trials Bayesian power-based sample size determination for single-arm clinical trials with time-to-event endpoints Calibration of dose-agnostic priors for Bayesian dose-finding trial designs with multiple outcomes Estimands in platform trials with time - treatment interactions A Graphical Approach to Subpopulation Testing in Biomarker-Driven Clinical Trial Design Optimizing Biomarker-Based Enrichment strategies in clinical trials Leveraging Synthetic Data for Enhanced Clinical Research Outcomes Graph-Based Integration of Heterogeneous Biological Data for Precision Medicine: A Comparative Analysis of Neo4j and MySQL Revolutionizing Clinical Data Management: A Strategic Roadmap for Integrating AI/ML into CDM Strategies to scale up model selection for analysis of proteomic datasets using multiple linear mixed-effect models Cost-utility analysis of sodium-glucose cotransporter-2 inhibitors on chronic kidney disease progression in diabetes patients: a real-world data in Thailand Comparing the Safety and Effectiveness of Covid-19 Vaccines administered in England using OpenSAFELY: A Common Analytic Protocol Statistical requirements in medical diagnostic development across the UK, US, and EU markets: A review of regulation, guidelines and standards. Calf muscle development in NICU graduates compared with typically developing babies: an analysis of growth trajectories using linear mixed models Automating Report Generation with Stata: A Case Study of NORUSE Maternal Mortality Rate in Sudan 2020: Causes of Death, Obstetric Characteristics and Territorial Disparity, Using Statistical Analysis. Community-Based Health Screening Attendance and All-Cause Mortality in Rural South Africa: A Causal Analysis Reducing Uncertainty in Fertility Meta-Analysis: A Multivariate Approach to Clinical Pregnancy and Live Birth Outcomes Causal discovery for multi-cohort studies Extension of Causal Interaction Estimation Techniques through Integration of Machine Learning Algorithms Embrace Variety, Find Balance: Integrating Clinical Trial and External Data Using Causal Inference Methods Revisiting subgroup analysis: A reflection on health disparities using conditional independence Comparison of Multiple Imputation Approaches for Skewed Outcomes in Randomised Trials: a Simulation Study Assessing the effect of drug adherence on longitudinal clinical outcomes: A comparison of Instrumental Variable and Inverse Probability Weighting methods. Compliance between different anthropometric indexes reflecting nutritional status in women with polycystic ovary syndrome Effectiveness of different macronutrient composition diets on weight loss and blood pressure. A network meta-analysis Going from methodological research to methods guidance: the STandards for the development REseArch Methods guidance (STREAM) initiative Effectiveness of a Skill Check Sheet for Registered Dietitians: A Cluster Randomized Controlled Trial Protocol Bootstrap-based approaches for inference on the total deviation index in agreement studies with replicates Baseline treatment group adjustment in the BEST study, a longitudinal randomised controlled trial. The Subtle Yet Impactful Choices in Procedure to conduct Matching-Adjusted Indirect Comparison - Insights from Simulation Utility-based design: an improved approach to jointly analyze efficacy and safety in randomized comparative trials Hierarchical Composite Endpoints and win ratio methods in cardiovascular trials: a systematic review and consequent guidance Power calculation using the win-ratio for composite outcomes in randomized trials Feasibility of propensity score weighted analysis in rare disease trials: a simulation study A basket trial for rare diseases, with a crossover design for its substudies: a simulation study Comparing randomized trial designs in rare diseases with longitudinal models: a simulation study showcased by Autosomal Recessive Cerebellar Ataxias Sequential decision making in basket trials leveraging external-trial data: with applications to rare-disease trials Adaptive Designs and Bayesian Approaches: The Future of Clinical Trials |
| Date: Wednesday, 27/Aug/2025 | |
| 9:00am - 10:30am |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
| 10:30am - 11:00am |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
| 12:15pm - 1:30pm |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
| 1:00pm - 2:00pm |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
| 2:00pm - 3:30pm |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
| 3:30pm - 4:00pm |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
| 4:00pm - 5:30pm |
Poster Exhibition: W / Wednesday posters Location: Poster Location Exploring the Exposome correlated with Body Mass Index in Adolescents: Findings from the 2014-2015 and 2022-2023 KNHANES Flexible statistical modeling of undernutrition among under-five children in India Comparison of deep learning models with different architectures and training populations for ECG age estimation: Accuracy, agreement, and CVD prediction Systematic review and real life-oriented evaluation on methods for feature selection in longitudinal biomedical data How does acute exposure to environmental factors relate to stroke characteristics such as stroke type, severity, and impairments? Improving TBI Prognosis in developing world: A Machine Learning-based AutoScore Approach to Predict Six-Month Functional Outcome Predictive Risk Index for Poor Cognitive Development Among Children Using Machine Learning Approaches Development and validation of a model to predict ceiling of care in COVID-19 hospitalised patients Transformer Models for Clinical Prediction – Investigation of BEHRT in UK Biobank and prediction assessment under different scenarios What is the best way to analyse ventilator-free days? Compare Estimation and Classification Performances of Statistical Shrinkage Methods Ridge Regression, Lasso Regression, and Elastic Net Regression Defining Harm in Settings with Outcomes that are Not Binary Brier pseudo-observation score for selecting a multiplicative, an additive or an additive-multiplicative hazards regression model Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia A Simulation Study of Bayesian Approaches to Spatial Modelling Using the Besag-York-Mollie Model A Bayesian analysis of FINEARTS-HF Fast Approximation of Joint Models: A Comparative Evaluation of Bayesian Methods Confidence Intervals for Comparing Two Independent Folded Normals Towards Realistic Synthetic Nanopore Protein Signals: A Comparative Study of Stochastic and GAN-Based Methods Data Transformations in Machine Learning Approaches for Studying Microbiota as a Biomarker of Non-Response Risk to CFTR Modulators On microbiome data analysis using Bayesian method under the assumption of a zero-inflated model Estimating prevalence of cystic fibrosis heterozygosity using Fast Boltzmann Inversion (FBI): An improved Monte Carlo algorithm for Bayesian inference A Sparse Graph Representation of Hi-C Data for Colorectal Cancer Prediction A multi-state survival model for recurring adenomas in Lynch syndrome individuals Evaluating Completeness of Data in CPRD’s Breast Cancer Data: Implications for External Controls for Surrogate Endpoints Identification of risk factors for the development of de novo malignancies after liver transplantation Are ACE inhibitors associated with increased lung cancer risk, or are unmeasured confounders biasing results? DO GENETIC CHANGES IN 15Q13.3 MEAN LOWER IQ SCORE? Measuring the performance of survival models to personalize treatment choices A framework for estimating quality adjusted life years using joint models of longitudinal and survival data Cut Off Determination using Model Derived Estimate in Survival Prediction Model A two-step testing approach for comparing time-to-event data under non-proportional hazards A systematic review of Bayesian survival modelling for extrapolating survival in cost-effectiveness analysis Power comparison of hazard ratio versus restricted mean survival time in the presence of cure Sample Size Calculation in Prognostic Studies: A Comparative Analysis Prognostic Score Adjustment in a Two-Slope Mixed Effects Model to Estimate Treatment Effects on eGFR Slope in CKD Patients Comparative effectiveness of ACE inhibitors and angiotensin receptor blockers to prevent or delay dementia: a target trial emulation Optimal utility-based design of phase II/phase III programmes with different type of endpoints in the setting of multiple myeloma Beyond first events: Advancing recurrent adverse event estimates in clinical research. Cure models to compare aftercare monitoring schemes in pediatric cancer Comparison of treatment sequences in advanced pancreatic cancer Clinical Trials with Time-to-event-endpoint: Interim Prediction of Number of Events with Confidence Distributions A Bayesian-Informed Dose-Escalation Design for Multi-Cohort Oncology Trials with Varying Maximum Tolerated Doses Comparison of Bayesian Approaches in Single-Agent Dose-Finding Studies Evaluating the effect of different non-informative prior specifications on the Bayesian proportional odds model in randomised controlled trials Bayesian decision analysis for clinical trial design with binary outcome in the context of Ebola Virus Disease outbreak – Simulation study Relevance of Electronic Medical Records for Clinical Trial Eligibility: A Feasibility Assessment in Acute Stroke Studies Navigating complex and computationally demanding clinical trial simulation Transforming Clinical Trials: The Power of Synthetic Data in Augmenting Control Arms Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making Aligning Synthetic Trajectories from Expert-Based Models with Real Patient Data Using Low-Dimensional Representations Integrating semantic information in care pathway studies with medical code embeddings, application to the case of Amyotrophic Lateral Sclerosis Inequalities in impact of respiratory viruses: development and analysis of respiratory virus phenotypes in EHRs from England using OpenSAFELY Modeling Longitudinal Clinical Outcomes: Comparison of Generalized Linear Models, Generalized Estimating Equations, and Marginalized Multilevel Models in Pediatric Intensive Care Modelling the costeffectiveness of Truvada for the Prevention of Mother to Child Prevention (PMTCT) of Hepatitis B Virus in Botswana Application of machine learning methods for the analysis of randomised controlled trials: A systematic review Joint longitudinal modelling of non-normally distributed outcomes and endogenous covariates Mediation analysis for exploring gender differences in mortality among acute myocardial infarction Bivariate random-effects models for the meta-analysis of rare events Time-varying Decomposition of Direct and Indirect Effects with Multiple Longitudinal Mediators Causal framework for analyzing mediation effects of clinical biomarkers A Modified Doubly Robust Estimator for Clustered Causal Inference: Integrating GLMM and GBM DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Causal Machine Learning Methods for Estimating Personalised Treatment Effects - Insights on validity from two large trials Challenges with subgroup analyses in individual participant data meta-analysis of randomised trials Illustration and evaluation of a causal approach to sensitivity analysis for unmeasured confounding using measured proxies with a simulation study Quantifying causal treatment effect on binary outcome in RCTs with noncompliance: estimating risk difference, risk ratio and odds ratio Blinded sample size recalculation for randomized controlled trials with analysis of covariance Variance stabilization transformation for the intraclass correlation coefficient of agreement with an application example to meta-analyses of inter-rater reliability studies Bridging Single Arm Studies with Individual Participant Data in Network Meta-Analysis of Randomized Controlled Trials: A Simulation Study Comparative Efficacy and Safety of Migraine Treatments: A Network Meta-Analysis of Clinical Outcomes Optimal standardization as an alternative to matching using propensity scores Evaluating Diagnostic Tests Against Composite Reference Standards: Quantifying and Adjusting for Bias Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review WRestimates: An R Package for Win-Ratio Sample Size and Power Calculations Randomizing With Investigator Choice of Treatment: A Powerful Pragmatic Tool in Clinical Trials Confirming assay sensitivity in 2-arm non-inferiority trial using meta-analytic-predictive approach Adding baskets to an ongoing basket trial with information borrowing: When do you benefit? Optimizing Adaptive Trial Design to Ensure Robustness Across Varying Treatment Effect Assumptions N-of-1 Trials to Estimate Individual Effects of Music on Concentration Simulation Study Examining Impact of Study Design Factors on Variability Measures Simulation-based optimization of adaptive designs using a generalized version of assurance Evaluating the impact of outcome delay on adaptive designs |
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