Ewout W Steyerberg

发表

Authors' response to comments

Danielle Braun, Michael J Pencina, Jonathan Chipman, 2017, Statistics in medicine.

Geographic and temporal validity of prediction models: different approaches were useful to examine model performance.

Yvonne Vergouwe, Ewout W Steyerberg, Peter C Austin, 2016, Journal of clinical epidemiology.

Prediction of intracranial findings on CT-scans by alternative modelling techniques

Marion Smits, Ewout W Steyerberg, Tjeerd van der Ploeg, 2011, BMC medical research methodology.

Meta‐analysis and aggregation of multiple published prediction models

Karel G M Moons, Yvonne Vergouwe, Ewout W Steyerberg, 2014, Statistics in medicine.

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

Gary S Collins, Karel G M Moons, Douglas G Altman, 2015, Annals of Internal Medicine.

Assessing calibration of multinomial risk prediction models

Sabine Van Huffel, Dirk Timmerman, Yvonne Vergouwe, 2014, Statistics in medicine.

Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints

Ewout W Steyerberg, Peter C Austin, Tjeerd van der Ploeg, 2014, BMC Medical Research Methodology.

Logistic regression modeling and the number of events per variable: selection bias dominates.

Ewout W Steyerberg, Frank E Harrell, Michael Schemper, 2011, Journal of clinical epidemiology.

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

Karel G M Moons, Yvonne Vergouwe, Ewout W Steyerberg, 2015, Journal of clinical epidemiology.

Predictive accuracy of risk factors and markers: a simulation study of the effect of novel markers on different performance measures for logistic regression models

Ewout W Steyerberg, Peter C Austin, P. Austin, 2012, Statistics in medicine.

The authors' reply to letter to the editor re: Bagherzadeh-Khiabani et al., J Clin Epi, 2015.

Ewout W Steyerberg, Davood Khalili, Farideh Bagherzadeh-Khiabani, 2016, Journal of clinical epidemiology.

Poor performance of clinical prediction models: the harm of commonly applied methods.

Ewout W Steyerberg, John P A Ioannidis, Hajime Uno, 2017, Journal of clinical epidemiology.

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

Karel G M Moons, Yvonne Vergouwe, Ewout W Steyerberg, 2012, Statistics in medicine.

Incorporating published univariable associations in diagnostic and prognostic modeling

Yvonne Vergouwe, Ewout W Steyerberg, Hendrik Koffijberg, 2012, BMC Medical Research Methodology.

Prediction, Not Association, Paves the Road to Precision Medicine.

Danilo Bzdok, Gael Varoquaux, Ewout W Steyerberg, 2020, JAMA psychiatry.

Risk prediction with machine learning and regression methods

Ewout W Steyerberg, Tjeerd van der Ploeg, Ben Van Calster, 2014, Biometrical journal. Biometrische Zeitschrift.

Calibrating Parameters for Microsimulation Disease Models

Harry J de Koning, Ewout W Steyerberg, Joost van Rosmalen, 2016, Medical decision making : an international journal of the Society for Medical Decision Making.

Validating prediction models

Ewout W Steyerberg, Hester F. Lingsma, Hester F Lingsma, 2008, BMJ : British Medical Journal.

Statistical approaches to the univariate prognostic analysis of the IMPACT database on traumatic brain injury.

Juan Lu, Ewout W Steyerberg, Anthony Marmarou, 2007, Journal of neurotrauma.

RE: net risk reclassification P Values: valid or misleading?

Michael J Pencina, Ewout W Steyerberg, Benjamin Neely, 2014, Journal of the National Cancer Institute.

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

Karel G M Moons, Yvonne Vergouwe, Ewout W Steyerberg, 2017, Statistics in medicine.

Logistic random effects regression models: a comparison of statistical packages for binary and ordinal outcomes

Ewout W Steyerberg, Emmanuel Lesaffre, Hester F. Lingsma, 2011, BMC medical research methodology.

Multiple performance measures are needed to evaluate triage systems in the emergency department.

Ewout W Steyerberg, Daan Nieboer, Henriëtte A Moll, 2018, Journal of clinical epidemiology.

Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

Ewout W Steyerberg, Ralph B D'Agostino, Michael J Pencina, 2011, Statistics in medicine.

Statistics 'versus' machine learning: definitions are interesting (but understanding, methodology and reporting are more important).

Gary S Collins, Ewout W Steyerberg, Jan Y Verbakel, 2019, Journal of clinical epidemiology.

A tutorial on variable selection for clinical prediction models: feature selection methods in data mining could improve the results.

Farzad Hadaegh, Ewout W Steyerberg, Davood Khalili, 2016, Journal of clinical epidemiology.

Validation in prediction research: the waste by data splitting.

Ewout W Steyerberg, E. Steyerberg, 2018, Journal of clinical epidemiology.

Prognosis research strategy (PROGRESS) 1: A framework for researching clinical outcomes

Richard D Riley, Karel G M Moons, Sara Schroter, 2013, BMJ : British Medical Journal.

A clinical prediction rule for the diagnosis of coronary artery disease: validation, updating, and extension.

Hatem Alkadhi, Ewout W Steyerberg, Jan Bogaert, 2011, European heart journal.

Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges

Suchi Saria, Lucila Ohno-Machado, Sudha Ram, 2016, EGEMS.

The impact of genotype frequencies on the clinical validity of genomic profiling for predicting common chronic diseases

Ewout W Steyerberg, Muin J Khoury, A Cecile J W Janssens, 2007, Genetics in Medicine.

Interpreting the concordance statistic of a logistic regression model: relation to the variance and odds ratio of a continuous explanatory variable

Ewout W Steyerberg, Peter C Austin, P. Austin, 2012, BMC Medical Research Methodology.

The number of subjects per variable required in linear regression analyses.

Ewout W Steyerberg, Peter C Austin, P. Austin, 2015, Journal of clinical epidemiology.

Prognosis research strategy (PROGRESS) 4: Stratified medicine research

Richard D Riley, Karel G M Moons, Sara Schroter, 2013, BMJ : British Medical Journal.

Prognosis in Moderate and Severe Traumatic Brain Injury: A Systematic Review of Contemporary Models and Validation Studies.

Ewout W Steyerberg, Hester F. Lingsma, Hester Lingsma, 2018, Journal of neurotrauma.

Clinical Usefulness of Tools to Support Decision‐making for Palliative Treatment of Metastatic Colorectal Cancer: A Systematic Review

Dóra Révész, Ewout W Steyerberg, Henrica C W De Vet, 2017, Clinical colorectal cancer.

Microsatellite analysis of voided-urine samples for surveillance of low-grade non-muscle-invasive urothelial carcinoma: feasibility and clinical utility in a prospective multicenter study (Cost-Effectiveness of Follow-Up of Urinary Bladder Cancer trial [CEFUB]).

Ewout W Steyerberg, T. H. van der Kwast, E. Steyerberg, 2009, European urology.

Data reduction for prediction: A case study on robust coding of age and family history for the risk of having a genetic mutation

Ewout W Steyerberg, Judith Balmaña, E. Steyerberg, 2007, Statistics in medicine.

External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficients.

Yvonne Vergouwe, Ewout W Steyerberg, Karel G M Moons, 2010, American journal of epidemiology.

The proposed 'concordance-statistic for benefit' provided a useful metric when modeling heterogeneous treatment effects.

Ewout W Steyerberg, Patrick W Serruys, David van Klaveren, 2018, Journal of clinical epidemiology.

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

Ewout W Steyerberg, Andrew J Vickers, Ben Van Calster, 2016, British Medical Journal.

Prostate cancer outcomes of men with biopsy Gleason score 6 and 7 without cribriform or intraductal carcinoma.

Esther I Verhoef, Ewout W Steyerberg, Daan Nieboer, 2016, European journal of cancer.

Validity of prognostic models: when is a model clinically useful?

Yvonne Vergouwe, Ewout W Steyerberg, Marinus J C Eijkemans, 2002, Seminars in urologic oncology.

Towards better clinical prediction models: seven steps for development and an ABCD for validation.

Yvonne Vergouwe, Ewout W Steyerberg, E. Steyerberg, 2014, European heart journal.

Anatomical and clinical characteristics to guide decision making between coronary artery bypass surgery and percutaneous coronary intervention for individual patients: development and validation of SYNTAX score II

Antonio Colombo, Yvonne Vergouwe, Ewout W Steyerberg, 2013, The Lancet.

Decision support tools in low back pain.

Ewout W Steyerberg, E. Steyerberg, R. Ostelo, 2016, Best practice & research. Clinical rheumatology.

International validation and update of the Amsterdam model for prediction of survival after pancreatoduodenectomy for pancreatic cancer.

Jin-Young Jang, Ewout W Steyerberg, Tobias Keck, 2019, European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology.

A New Logistic Regression Approach for the Evaluation of Diagnostic Test Results

Ewout W Steyerberg, Marinus J C Eijkemans, Yazhong Deng, 2005, Medical decision making : an international journal of the Society for Medical Decision Making.

Competing risks and the clinical community: irrelevance or ignorance?

Ewout W Steyerberg, Heike Raatz, Marcel Wolbers, 2011, Statistics in medicine.

Applicability of clinical prediction models in acute myocardial infarction: a comparison of traditional and empirical Bayes adjustment methods.

Ewout W Steyerberg, Marinus J C Eijkemans, Eric Boersma, 2005, American heart journal.

Validation and updating of predictive logistic regression models: a study on sample size and shrinkage

Ewout W Steyerberg, Marinus J C Eijkemans, Hans C van Houwelingen, 2004, Statistics in medicine.

A calibration hierarchy for risk models was defined: from utopia to empirical data.

Yvonne Vergouwe, Michael J Pencina, Ewout W Steyerberg, 2016, Journal of clinical epidemiology.

Prostate MRI, with or without MRI-targeted biopsy, and systematic biopsy for detecting prostate cancer.

Ewout W Steyerberg, Daan Nieboer, D. Nieboer, 2019, The Cochrane database of systematic reviews.

Clinical prediction model to aid emergency doctors managing febrile children at risk of serious bacterial infections: diagnostic study

Matthew Thompson, Yvonne Vergouwe, Ewout W Steyerberg, 2013, BMJ : British Medical Journal.

Prediction of Outcome in Traumatic Brain Injury with Computed Tomographic Characteristics: A Comparison between the Computed Tomographic Classification and Combinations of Computed Tomographic Predictors

Ewout W Steyerberg, E. Steyerberg, A. Maas, 2005, Neurosurgery.

Sample size considerations and predictive performance of multinomial logistic prediction models

Maarten van Smeden, Dirk Timmerman, Ewout W Steyerberg, 2019, Statistics in medicine.

The Novel “Genomic Pathway Approach” to Complex Diseases: A Reason for (Over-)Optimism?

Ewout W Steyerberg, Hermann Brenner, H. Brenner, 2009, Epidemiology.

How much colonoscopy screening should be recommended to individuals with various degrees of family history of colorectal cancer?

Ewout W Steyerberg, Iris Lansdorp-Vogelaar, Marjolein van Ballegooijen, 2011, Cancer.

Survival of non-seminomatous germ cell cancer patients according to the IGCC classification: An update based on meta-analysis.

Ewout W Steyerberg, J. Habbema, E. Steyerberg, 2006, European journal of cancer.

Predictive testing for complex diseases using multiple genes: Fact or fiction?

Ewout W Steyerberg, A Cecile J W Janssens, Yurii S Aulchenko, 2006, Genetics in Medicine.

Coronary calcium score improves classification of coronary heart disease risk in the elderly: the Rotterdam study.

Ewout W Steyerberg, Matthijs Oudkerk, Albert Hofman, 2010, Journal of the American College of Cardiology.

Survival estimates of a prognostic classification depended more on year of treatment than on imputation of missing values.

Ewout W Steyerberg, J. Habbema, E. Steyerberg, 2006, Journal of clinical epidemiology.

Covariate adjustment in randomized controlled trials with dichotomous outcomes increases statistical power and reduces sample size requirements.

Ewout W Steyerberg, J. Habbema, E. Steyerberg, 2004, Journal of clinical epidemiology.

Predicting outcome after traumatic brain injury: development and validation of a prognostic score based on admission characteristics.

Ewout W Steyerberg, Anthony Marmarou, Gordon D Murray, 2005, Journal of neurotrauma.

Disease-specific survival of patients with invasive cribriform and intraductal prostate cancer at diagnostic biopsy

Esther I Verhoef, Ewout W Steyerberg, Daan Nieboer, 2016, Modern Pathology.

Influences of hospital information systems, indicator data collection and computation on reported Dutch hospital performance indicator scores

Ewout W Steyerberg, Job Kievit, E. Steyerberg, 2013, BMC Health Services Research.

Estimates of absolute treatment benefit for individual patients required careful modeling of statistical interactions.

Yvonne Vergouwe, Ewout W Steyerberg, Patrick W Serruys, 2015, Journal of clinical epidemiology.

Prognostic value of the Glasgow Coma Scale and pupil reactivity in traumatic brain injury assessed pre-hospital and on enrollment: an IMPACT analysis.

Juan Lu, Ewout W Steyerberg, Anthony Marmarou, 2007, Journal of neurotrauma.

Meta‐analysis of a binary outcome using individual participant data and aggregate data

Richard D Riley, Ewout W Steyerberg, E. Steyerberg, 2010, Research synthesis methods.

Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI): a prospective longitudinal observational study.

Fiona Lecky, Giuseppe Citerio, Ewout W Steyerberg, 2015, Neurosurgery.

A risk-based strategy improves prostate-specific antigen-driven detection of prostate cancer.

Ewout W Steyerberg, E. Steyerberg, R. V. D. van den Bergh, 2010, European urology.

Outcome prediction after mild and complicated mild traumatic brain injury: external validation of existing models and identification of new predictors using the TRACK-TBI pilot study.

Ewout W Steyerberg, Hester F. Lingsma, John K Yue, 2015, Journal of neurotrauma.

Provider case volume and outcomes following prostate brachytherapy.

Ewout W Steyerberg, Anthony V D'Amico, Craig C Earle, 2009, The Journal of urology.

The Prevention and Reactivation Care Program: intervention fidelity matters

Ewout W Steyerberg, Johan P Mackenbach, E. Steyerberg, 2013, BMC Health Services Research.

The PREMM(1,2,6) model predicts risk of MLH1, MSH2, and MSH6 germline mutations based on cancer history.

Ewout W Steyerberg, Kimberly D Siegmund, Judith Balmaña, 2011, Gastroenterology.

Anticipated Costs of Hospitalization for Respiratory Syncytial Virus Infection in Young Children at Risk

Yvonne Vergouwe, Ewout W Steyerberg, Henriëtte A Moll, 2004, The Pediatric infectious disease journal.

Reclassification calculations for persons with incomplete follow-up.

Michael J Pencina, Ewout W Steyerberg, M. Pencina, 2010, Annals of internal medicine.

Risk prediction models for selection of lung cancer screening candidates: A retrospective validation study

Harry J de Koning, Ewout W Steyerberg, Jihyoun Jeon, 2017, PLoS medicine.

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

Richard D Riley, Kym I E Snell, Gary S Collins, 2020 .

Modern modeling techniques had limited external validity in predicting mortality from traumatic brain injury.

Ewout W Steyerberg, Daan Nieboer, Tjeerd van der Ploeg, 2016, Journal of clinical epidemiology.

Predicting performance: relative importance of students’ background and past performance

Ewout W Steyerberg, Janke Cohen-Schotanus, E. Steyerberg, 2015, Medical education.

Polytomous regression did not outperform dichotomous logistic regression in diagnosing serious bacterial infections in febrile children.

Ewout W Steyerberg, Jolt Roukema, Henriëtte A Moll, 2008, Journal of clinical epidemiology.

Tracheostomy or Not: Prediction of Prolonged Mechanical Ventilation in Guillain–Barré Syndrome

Ewout W Steyerberg, Hester F. Lingsma, Hester F Lingsma, 2016, Neurocritical Care.

Developing and evaluating prediction models in rehabilitation populations.

Ewout W Steyerberg, James F Malec, E. Steyerberg, 2012, Archives of physical medicine and rehabilitation.

Personalized screening intervals for biomarkers using joint models for longitudinal and survival data.

Dimitris Rizopoulos, Ewout W Steyerberg, Johanna J M Takkenberg, 2015, Biostatistics.

San Francisco Syncope Rule to predict short-term serious outcomes: a systematic review

Ewout W Steyerberg, Heiner C Bucher, E. Steyerberg, 2011, Canadian Medical Association Journal.

Predicting the chances of a live birth after one or more complete cycles of in vitro fertilisation: population based study of linked cycle data from 113 873 women

Ewout W Steyerberg, David J McLernon, Siladitya Bhattacharya, 2016, British Medical Journal.

Design and analysis of phase III trials with ordered outcome scales: the concept of the sliding dichotomy.

Barbara Gregson, Sung C. Choi, Christopher J Weir, 2005, Journal of neurotrauma.

Time to Reperfusion and Treatment Effect for Acute Ischemic Stroke: A Randomized Clinical Trial.

Ewout W Steyerberg, Aad van der Lugt, Hester F. Lingsma, 2016, JAMA neurology.

A method for the early health technology assessment of novel biomarker measurement in primary prevention programs

Gimon de Graaf, Douwe Postmus, Erik Buskens, 2012, Statistics in medicine.

Consequences of relying on statistical significance: Some illustrations

Gary S Collins, Ewout W Steyerberg, Tim Smits, 2018, European journal of clinical investigation.

Imputation is beneficial for handling missing data in predictive models.

Ewout W Steyerberg, E. Steyerberg, M. van Veen, 2007, Journal of clinical epidemiology.

Predicting retroperitoneal histology in postchemotherapy testicular germ cell cancer: a model update and multicentre validation with more than 1000 patients.

Yvonne Vergouwe, Ewout W Steyerberg, J. Habbema, 2007, European urology.

Prognostic value of computerized tomography scan characteristics in traumatic brain injury: results from the IMPACT study.

Juan Lu, Ewout W Steyerberg, Anthony Marmarou, 2007, Journal of neurotrauma.

Comparison of Prediction Models for Lynch Syndrome Among Individuals With Colorectal Cancer.

Ewout W Steyerberg, Polly Newcomb, Aung Ko Win, 2016, Journal of the National Cancer Institute.

Internal and external validation of predictive models: a simulation study of bias and precision in small samples.

Ewout W Steyerberg, Diederick E Grobbee, Henriëtte A Moll, 2003, Journal of clinical epidemiology.

Covariate adjustment had similar benefits in small and large randomized controlled trials.

Ewout W Steyerberg, Hester F. Lingsma, Hester F Lingsma, 2015, Journal of clinical epidemiology.

Prognostic value of secondary insults in traumatic brain injury: results from the IMPACT study.

Juan Lu, Ewout W Steyerberg, Anthony Marmarou, 2007, Journal of neurotrauma.

Towards personalised intra-arterial treatment of patients with acute ischaemic stroke: a study protocol for development and validation of a clinical decision aid

Ewout W Steyerberg, Joseph P Broderick, Aad van der Lugt, 2017, BMJ Open.

Predicting Outcome after Traumatic Brain Injury: Development and International Validation of Prognostic Scores Based on Admission Characteristics

Juan Lu, Ewout W Steyerberg, Pablo Perel, 2008, PLoS medicine.

Covariate adjustment increased power in randomized controlled trials: an example in traumatic brain injury.

Ewout W Steyerberg, Phil Edwards, Pablo Perel, 2012, Journal of clinical epidemiology.

Predicting asthma in preschool children with asthma symptoms: study rationale and design

Ewout W Steyerberg, Hester F. Lingsma, Daan Caudri, 2012, BMC Pulmonary Medicine.

A systematic review finds methodological improvements necessary for prognostic models in determining traumatic brain injury outcomes.

Ewout W Steyerberg, Gordon D Murray, E. Steyerberg, 2008, Journal of clinical epidemiology.

The price of autonomy: should we offer individuals a choice of colorectal cancer screening strategies?

Ewout W Steyerberg, E. Kuipers, E. Steyerberg, 2013, The Lancet. Oncology.

The quality of the evidence base for clinical pathway effectiveness: Room for improvement in the design of evaluation trials

Ewout W Steyerberg, Thomas Rotter, Leigh Kinsman, 2012, BMC Medical Research Methodology.

Some prognostic models for traumatic brain injury were not valid.

Ewout W Steyerberg, Anthony Marmarou, Gordon D Murray, 2006, Journal of clinical epidemiology.

Simple dichotomous updating methods improved the validity of polytomous prediction models.

Sabine Van Huffel, Dirk Timmerman, Yvonne Vergouwe, 2013, Journal of clinical epidemiology.

Predicting early death in patients with traumatic bleeding: development and validation of prognostic model

Fiona Lecky, Ewout W Steyerberg, Pablo Perel, 2012, BMJ : British Medical Journal.

Common carotid intima-media thickness in cardiovascular risk stratification of older people: the Rotterdam Study

Ewout W Steyerberg, Albert Hofman, A. Hofman, 2012, European journal of preventive cardiology.

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

Richard D Riley, Gary S Collins, Maarten van Smeden, 2020, BMJ.

Active surveillance for low-risk prostate cancer.

Ewout W Steyerberg, Guido Jenster, Antti Rannikko, 2013, Critical reviews in oncology/hematology.

A new esophageal stent design (Niti-S stent) for the prevention of migration: a prospective study in 42 patients.

Ewout W Steyerberg, Peter D Siersema, E. Kuipers, 2006, Gastrointestinal endoscopy.

IMPACT database of traumatic brain injury: design and description.

Juan Lu, Ewout W Steyerberg, Anthony Marmarou, 2007, Journal of neurotrauma.

Associations of diabetes mellitus with total life expectancy and life expectancy with and without cardiovascular disease.

Ewout W Steyerberg, Oscar H Franco, Frank B Hu, 2007, Archives of internal medicine.

Early prognosis in traumatic brain injury: from prophecies to predictions

Ewout W Steyerberg, Hester F. Lingsma, Hester F Lingsma, 2010, The Lancet Neurology.

Estimating treatment effects for individual patients based on the results of randomised clinical trials

Ewout W Steyerberg, Nancy R Cook, Nina P Paynter, 2011, BMJ : British Medical Journal.

Long-term survival after non-small cell lung cancer surgery: development and validation of a prognostic model with a preoperative and postoperative mode.

Ewout W Steyerberg, Marinus J C Eijkemans, A Pieter Kappetein, 2006, The Journal of thoracic and cardiovascular surgery.

Hospitalization for Respiratory Syncytial Virus Infection in Young Children: Development of a Clinical Prediction Rule

Yvonne Vergouwe, Ewout W Steyerberg, Ronald de Groot, 2006, The Pediatric infectious disease journal.

A systematic review and meta-analysis of the effects of clinical pathways on length of stay, hospital costs and patient outcomes

Rainer Koch, Ewout W Steyerberg, Thomas Rotter, 2008, BMC health services research.

Interpretation of concordance measures for clustered data

Yvonne Vergouwe, Ewout W Steyerberg, David van Klaveren, 2014, Statistics in medicine.

Cystoscopy revisited as the gold standard for detecting bladder cancer recurrence: diagnostic review bias in the randomized, prospective CEFUB trial.

Ewout W Steyerberg, Chris Bangma, T. H. van der Kwast, 2009, The Journal of urology.

Bootstrap confidence intervals for loess‐based calibration curves

Ewout W Steyerberg, Peter C Austin, P. Austin, 2014, Statistics in medicine.

Models with interactions overestimated heterogeneity of treatment effects and were prone to treatment mistargeting.

Ewout W Steyerberg, David van Klaveren, David M Kent, 2019, Journal of clinical epidemiology.

Edinburgh Research Explorer Prediction of outcome after moderate and severe traumatic brain injury

Juan Lu, Ewout W Steyerberg, Pablo Perel, 2022 .

Predictive accuracy of novel risk factors and markers: A simulation study of the sensitivity of different performance measures for the Cox proportional hazards regression model

Ewout W Steyerberg, Peter C Austin, P. Austin, 2015, Statistical methods in medical research.

A new concordance measure for risk prediction models in external validation settings

Mithat Gönen, Yvonne Vergouwe, Ewout W Steyerberg, 2016, Statistics in medicine.

Age, gender and disability predict future disability in older people: the Rotterdam Study

Ewout W Steyerberg, Albert Hofman, Arianne P Verhagen, 2011, BMC geriatrics.

A Simulation Model for Determining the Optimal Size of Emergency Teams on Call in the Operating Room at Night

Ewout W Steyerberg, Gerhard Wullink, Erwin W Hans, 2008, Anesthesia and analgesia.

Stent placement or brachytherapy for palliation of dysphagia from esophageal cancer: a prognostic model to guide treatment selection.

Ewout W Steyerberg, Peter D Siersema, E. Steyerberg, 2005, Gastrointestinal endoscopy.

Regression trees for predicting mortality in patients with cardiovascular disease: What improvement is achieved by using ensemble-based methods?

Ewout W Steyerberg, Peter C Austin, Douglas S Lee, 2012, Biometrical journal. Biometrische Zeitschrift.

Prognosis and clinical trial design in traumatic brain injury: the IMPACT study.

Ewout W Steyerberg, Anthony Marmarou, Gordon D Murray, 2007, Journal of neurotrauma.

Substantial effective sample sizes were required for external validation studies of predictive logistic regression models.

Yvonne Vergouwe, Ewout W Steyerberg, Marinus J C Eijkemans, 2005, Journal of clinical epidemiology.

Assessing a Patient's Individual Risk of Biopsy-detectable Prostate Cancer: Be Aware of Case Mix Heterogeneity and A Priori Likelihood.

Ewout W Steyerberg, Daan Nieboer, D. Nieboer, 2019, European urology oncology.

Predicting asthma in preschool children with asthma-like symptoms: validating and updating the PIAMA risk score.

Ewout W Steyerberg, Albert Hofman, Hester F. Lingsma, 2013, The Journal of allergy and clinical immunology.

Biases in Individualized Cost-effectiveness Analysis: Influence of Choices in Modeling Short-Term, Trial-Based, Mortality Risk Reduction and Post-Trial Life Expectancy

Ewout W Steyerberg, David van Klaveren, David M Kent, 2017, Medical decision making : an international journal of the Society for Medical Decision Making.

Microsimulation for clinical decision-making in individual patients with established coronary artery disease: a concept.

Douwe Postmus, Ewout W Steyerberg, Marinus J C Eijkemans, 2013, Circulation journal : official journal of the Japanese Circulation Society.

Assessing discriminative ability of risk models in clustered data

Yvonne Vergouwe, Ewout W Steyerberg, David van Klaveren, 2014, BMC Medical Research Methodology.

Effect of stent size on complications and recurrent dysphagia in patients with esophageal or gastric cardia cancer.

Ewout W Steyerberg, Peter D Siersema, E. Kuipers, 2007, Gastrointestinal endoscopy.

Decision Curve Analysis: A Discussion

Ewout W Steyerberg, Andrew J Vickers, E. Steyerberg, 2008, Medical decision making : an international journal of the Society for Medical Decision Making.

Should scoring rules be based on odds ratios or regression coefficients?

Ewout W Steyerberg, Frank E Harrell, Karel G M Moons, 2002, Journal of clinical epidemiology.

Cribriform growth is highly predictive for postoperative metastasis and disease-specific death in Gleason score 7 prostate cancer

Ewout W Steyerberg, E. Steyerberg, T. Kwast, 2015, Modern Pathology.

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

Ewout W Steyerberg, Daan Nieboer, Hans C van Houwelingen, 2019, Statistics in medicine.

Prediction of MLH1 and MSH2 mutations in Lynch syndrome.

Ewout W Steyerberg, Elena M Stoffel, Thomas Scholl, 2006, JAMA.

Discrimination ability of prediction models for ordinal outcomes: Relationships between existing measures and a new measure

Yvonne Vergouwe, Ewout W Steyerberg, Ben Van Calster, 2012, Biometrical journal. Biometrische Zeitschrift.

Randomized controlled trials with time-to-event outcomes: how much does prespecified covariate adjustment increase power?

Ewout W Steyerberg, Marinus J C Eijkemans, E. Steyerberg, 2006, Annals of epidemiology.

Optimizing intensive care capacity using individual length-of-stay prediction models

Ewout W Steyerberg, Gerhard Wullink, Marinus J Eijkemans, 2007, Critical care.

Development and Validation of the PREMM5 Model for Comprehensive Risk Assessment of Lynch Syndrome.

Ewout W Steyerberg, Hajime Uno, Deborah Schrag, 2017, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Net reclassification index at event rate: properties and relationships

Michael J Pencina, Ewout W Steyerberg, Ralph B D'Agostino, 2017, Statistics in medicine.

Methods for calculating sensitivity and specificity of clustered data: a tutorial.

Theo Stijnen, Ewout W Steyerberg, E. Steyerberg, 2012, Radiology.