List of works - Thomas P A Debray

A closed testing procedure to select an appropriate method for updating prediction models

scientific article published on 28 November 2016

A framework for developing, implementing, and evaluating clinical prediction models in an individual participant data meta-analysis

scientific article

A framework for meta-analysis of prediction model studies with binary and time-to-event outcomes

scientific article published on 23 July 2018

A guide to systematic review and meta-analysis of prediction model performance

scientific article published on 5 January 2017

A guide to systematic review and meta-analysis of prognostic factor studies

scientific article published on 30 January 2019

A new framework to enhance the interpretation of external validation studies of clinical prediction models

article

A tutorial on individualized treatment effect prediction from randomized trials with a binary endpoint

scientific article published in 2021

Aggregating published prediction models with individual participant data: a comparison of different approaches

scientific article

Assessment of heterogeneity in an individual participant data meta-analysis of prediction models: An overview and illustration

scientific article published on 02 August 2019

Cardiovascular risk prediction models for women in the general population: A systematic review

scientific article published in PLoS ONE

Clinical prediction models for bronchopulmonary dysplasia: a systematic review and external validation study

scientific article

Combining randomized and non-randomized evidence in network meta-analysis

scientific article published on 12 January 2017

Current trends in the application of causal inference methods to pooled longitudinal observational infectious disease studies—A protocol for a methodological systematic review

scientific article published in 2021

Detecting small-study effects and funnel plot asymmetry in meta-analysis of survival data: A comparison of new and existing tests

scientific article published on 3 October 2017

Developing and validating risk prediction models in an individual participant data meta-analysis

scientific article

Development and validation of a novel prediction model to identify patients in need of specialized trauma care during field triage: design and rationale of the GOAT study

scientific article published on 20 June 2019

Empirical evidence of the impact of study characteristics on the performance of prediction models: a meta-epidemiological study.

scientific article

Erratum

scientific article published on 29 October 2018

Evidence synthesis in prognosis research

scientific article published on 11 July 2019

Exacerbations in adults with asthma: A systematic review and external validation of prediction models.

scientific article published on 14 February 2018

Explicit inclusion of treatment in prognostic modeling was recommended in observational and randomized settings

scientific article published on April 2016

External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges

scientific article published on 22 June 2016

Framework for the synthesis of non-randomised studies and randomised controlled trials: a guidance on conducting a systematic review and meta-analysis for healthcare decision making

scientific article published on 09 December 2020

Get real in individual participant data (IPD) meta-analysis: a review of the methodology

scientific article

GetReal in mathematical modelling: a review of studies predicting drug effectiveness in the real world

scientific article

GetReal in network meta-analysis: a review of the methodology

scientific article

Guidance from key organisations on exploring, confirming and interpreting subgroup effects of medical treatments: a scoping review

scientific article published on 24 August 2019

Handling missing predictor values when validating and applying a prediction model to new patients

scientific article published on 20 July 2020

Imputation of systematically missing predictors in an individual participant data meta-analysis: a generalized approach using MICE.

scientific article

Incorporating published univariable associations in diagnostic and prognostic modeling

scientific article

Individual participant data (IPD) meta-analyses of diagnostic and prognostic modeling studies: guidance on their use.

scientific article

Individual participant data meta-analyses should not ignore clustering

scientific article

Individual participant data meta-analysis for a binary outcome: one-stage or two-stage?

scientific article

Individual participant data meta-analysis of intervention studies with time-to-event outcomes: A review of the methodology and an applied example

scientific article published on 06 February 2020

Individual participant data meta-analysis to examine interactions between treatment effect and participant-level covariates: Statistical recommendations for conduct and planning

scientific article published on 30 April 2020

Isoniazid Prophylactic Therapy for the Prevention of Tuberculosis in HIV Infected Adults: A Systematic Review and Meta-Analysis of Randomized Trials

scientific article

Meta-analysis and aggregation of multiple published prediction models

scientific article published on 14 January 2014

Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model.

scientific article published on 16 May 2015

On the aggregation of published prognostic scores for causal inference in observational studies

scientific article published on 05 February 2020

Performance of the Framingham risk models and pooled cohort equations for predicting 10-year risk of cardiovascular disease: a systematic review and meta-analysis

scientific article published on 13 June 2019

Practical implications of using real-world evidence (RWE) in comparative effectiveness research: learnings from IMI-GetReal

scientific article published on 31 August 2017

Predicition models for delayed graft function: external validation on The Dutch Prospective Renal Transplantation Registry

scientific article published on 16 February 2018

Predicting disability progression in multiple sclerosis: Insights from advanced statistical modeling

scientific article published on 05 November 2019

Prediction models for cardiovascular disease risk in the general population: systematic review

scientific article

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal

scientific article published on 07 April 2020

Predictive performance of the CHA2DS2-VASc rule in atrial fibrillation: a systematic review and meta-analysis.

scientific article

Prognosis for patients with amyotrophic lateral sclerosis: development and validation of a personalised prediction model

scientific article published on 26 March 2018

Prognostic models for predicting the severity and mortality in people with acute pancreatitis

Qualitative elastography can replace thyroid nodule fine-needle aspiration in patients with soft thyroid nodules. A systematic review and meta-analysis.

scientific article published on 16 January 2015

Reporting of Bayesian analysis in epidemiologic research should become more transparent

scientific article

Statistical approaches to identify subgroups in meta-analysis of individual participant data: a simulation study

scientific article published on 02 September 2019

Summarising and validating test accuracy results across multiple studies for use in clinical practice

scientific article published on 20 March 2015

Systematic review and network meta-analysis with individual participant data on cord management at preterm birth (iCOMP): study protocol

scientific article published on 29 March 2020

The development of CHAMP: a checklist for the appraisal of moderators and predictors

scientific article published on 21 December 2017

The life expectancy of Stephen Hawking, according to the ENCALS model

scientific article published on 17 July 2018

The use of prognostic scores for causal inference with general treatment regimes

scientific article published on 16 January 2019

Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration

scientific article published in 2023

Understanding the relation between Zika virus infection during pregnancy and adverse fetal, infant and child outcomes: a protocol for a systematic review and individual participant data meta-analysis of longitudinal studies of pregnant women and thei

scientific article published on 18 June 2019

Validation of an imaging based cardiovascular risk score in a Scottish population

scientific article

List of works by Thomas P A Debray

A closed testing procedure to select an appropriate method for updating prediction models

A framework for developing, implementing, and evaluating clinical prediction models in an individual participant data meta-analysis

A framework for meta-analysis of prediction model studies with binary and time-to-event outcomes

A guide to systematic review and meta-analysis of prediction model performance

A guide to systematic review and meta-analysis of prognostic factor studies

A new framework to enhance the interpretation of external validation studies of clinical prediction models

A tutorial on individualized treatment effect prediction from randomized trials with a binary endpoint

Aggregating published prediction models with individual participant data: a comparison of different approaches

Assessment of heterogeneity in an individual participant data meta-analysis of prediction models: An overview and illustration

Cardiovascular risk prediction models for women in the general population: A systematic review

Clinical prediction models for bronchopulmonary dysplasia: a systematic review and external validation study

Combining randomized and non-randomized evidence in network meta-analysis

Current trends in the application of causal inference methods to pooled longitudinal observational infectious disease studies—A protocol for a methodological systematic review

Detecting small-study effects and funnel plot asymmetry in meta-analysis of survival data: A comparison of new and existing tests

Developing and validating risk prediction models in an individual participant data meta-analysis

Development and validation of a novel prediction model to identify patients in need of specialized trauma care during field triage: design and rationale of the GOAT study

Empirical evidence of the impact of study characteristics on the performance of prediction models: a meta-epidemiological study.

Erratum

Evidence synthesis in prognosis research

Exacerbations in adults with asthma: A systematic review and external validation of prediction models.

Explicit inclusion of treatment in prognostic modeling was recommended in observational and randomized settings

External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges

Framework for the synthesis of non-randomised studies and randomised controlled trials: a guidance on conducting a systematic review and meta-analysis for healthcare decision making

Get real in individual participant data (IPD) meta-analysis: a review of the methodology

GetReal in mathematical modelling: a review of studies predicting drug effectiveness in the real world

GetReal in network meta-analysis: a review of the methodology

Guidance from key organisations on exploring, confirming and interpreting subgroup effects of medical treatments: a scoping review

Handling missing predictor values when validating and applying a prediction model to new patients

Imputation of systematically missing predictors in an individual participant data meta-analysis: a generalized approach using MICE.

Incorporating published univariable associations in diagnostic and prognostic modeling

Individual participant data (IPD) meta-analyses of diagnostic and prognostic modeling studies: guidance on their use.

Individual participant data meta-analyses should not ignore clustering

Individual participant data meta-analysis for a binary outcome: one-stage or two-stage?

Individual participant data meta-analysis of intervention studies with time-to-event outcomes: A review of the methodology and an applied example

Individual participant data meta-analysis to examine interactions between treatment effect and participant-level covariates: Statistical recommendations for conduct and planning

Isoniazid Prophylactic Therapy for the Prevention of Tuberculosis in HIV Infected Adults: A Systematic Review and Meta-Analysis of Randomized Trials

Meta-analysis and aggregation of multiple published prediction models

Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model.

On the aggregation of published prognostic scores for causal inference in observational studies

Performance of the Framingham risk models and pooled cohort equations for predicting 10-year risk of cardiovascular disease: a systematic review and meta-analysis

Practical implications of using real-world evidence (RWE) in comparative effectiveness research: learnings from IMI-GetReal

Predicition models for delayed graft function: external validation on The Dutch Prospective Renal Transplantation Registry

Predicting disability progression in multiple sclerosis: Insights from advanced statistical modeling

Prediction models for cardiovascular disease risk in the general population: systematic review

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal

Predictive performance of the CHA2DS2-VASc rule in atrial fibrillation: a systematic review and meta-analysis.

Prognosis for patients with amyotrophic lateral sclerosis: development and validation of a personalised prediction model

Prognostic models for predicting the severity and mortality in people with acute pancreatitis

Qualitative elastography can replace thyroid nodule fine-needle aspiration in patients with soft thyroid nodules. A systematic review and meta-analysis.

Reporting of Bayesian analysis in epidemiologic research should become more transparent

Statistical approaches to identify subgroups in meta-analysis of individual participant data: a simulation study

Summarising and validating test accuracy results across multiple studies for use in clinical practice

Systematic review and network meta-analysis with individual participant data on cord management at preterm birth (iCOMP): study protocol

The development of CHAMP: a checklist for the appraisal of moderators and predictors

The life expectancy of Stephen Hawking, according to the ENCALS model

The use of prognostic scores for causal inference with general treatment regimes

Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration

Understanding the relation between Zika virus infection during pregnancy and adverse fetal, infant and child outcomes: a protocol for a systematic review and individual participant data meta-analysis of longitudinal studies of pregnant women and thei

Validation of an imaging based cardiovascular risk score in a Scottish population