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Statistical Methods in Epidemiology Sign in to save
Papers per year
Papers 103
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Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
Minimum sample size for developing a multivariable prediction model using multinomial logistic regression2023 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access
Alexander Pate, Richard D Riley, Professor Gary S. Collins, Maarten van Smeden, Ben Van Calster, Joie Ensor, +1 more
170citations -
Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access
David J. McLernon, Daniele Giardiello, Ben Van Calster, Laure Wynants, Nan van Geloven, Maarten van Smeden, +18 more
164citations -
ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Jan Yvan Jos Verbakel, Ewout Willem Steyerberg, Hajime Uno, B. De Cock, Laure Wynants, Professor Gary S. Collins, +1 more
141citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
Prediction or causality? A scoping review of their conflation within current observational research2021 European Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Chava L. Ramspek, Ewout Willem Steyerberg, Richard D Riley, Frits Richard Rosendaal, Olaf M. Dekkers, Friedo Wilhelm Dekker, +1 more
126citations -
External Validations of Cardiovascular Clinical Prediction Models: A Large-Scale Review of the Literature2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods in Epidemiology Open access
Benjamin S. Wessler, Jason Nelson, Jinny G. Park, Hannah L. McGinnes, Gaurav Gulati, Riley Brazil, +6 more
82citations -
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology2022 Diagnostic and Prognostic Research review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
80citations -
Estimation of required sample size for external validation of risk models for binary outcomes2021 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access
Menelaos Pavlou, Qu Chen, Rumana Omar, Shaun R. Seaman, Ewout Willem Steyerberg, Ian R. White, +1 more
60citations
Most active Aachen authors
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Ewout Willem Steyerberg 172,939 citations overall28 papers
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Ben Van Calster 42,192 citations overall26 papers
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Rolf H. H. Groenwold 16,002 citations overall16 papers
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Friedo Wilhelm Dekker 45,066 citations overall10 papers
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Olaf M. Dekkers 38,869 citations overall10 papers
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Hein Putter 62,811 citations overall7 papers
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Maarten van Smeden 26,921 citations overall7 papers
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Merel van Diepen 4,782 citations overall7 papers
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Nan van Geloven 5,780 citations overall6 papers
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Frits Richard Rosendaal 76,667 citations overall5 papers
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Chava L. Ramspek 2,331 citations overall5 papers
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Daniele Giardiello 1,466 citations overall4 papers
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Linda Nab 770 citations overall4 papers
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Inge M. M. Lakeman 366 citations overall4 papers
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Saskia le Cessie 32,552 citations overall3 papers