Aachen papers per year
Papers 19
-
Understanding overfitting in random forest for probability estimation: a visualization and simulation study2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
149citations -
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 -
Decision curve analysis: confidence intervals and hypothesis testing for net benefit2023 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access cited by 1 patent
Andrew Julian Vickers, Ben Van Claster, Laure Wynants, Ewout Willem Steyerberg
42citations -
Adaptive sample size determination for the development of clinical prediction models2021 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access
Evangelia Christodoulou, Maarten van Smeden, Michael Edlinger, Dirk Timmerman, Maria M. Wanitschek, Ewout Willem Steyerberg, +1 more
38citations -
Does poor methodological quality of prediction modeling studies translate to poor model performance? An illustration in traumatic brain injury2022 Diagnostic and Prognostic Research article Decision Sciences Meta-analysis and systematic reviews Open access
Isabel Retel Helmrich, Ana Mikolić, David M. Kent, Hester Floor Lingsma, Laure Wynants, Ewout Willem Steyerberg, +1 more
16citations -
Development, validation and clinical usefulness of a prognostic model for relapse in relapsing-remitting multiple sclerosis2021 Diagnostic and Prognostic Research article Medicine Multiple Sclerosis Research Studies Open access cited by 1 patent
Konstantina Chalkou, Ewout Willem Steyerberg, Patrick M. Bossuyt, Suvitha Subramaniam, Pascal Benkert, Jens Kühle, +4 more
14citations -
Comparison of methods for predicting COVID-19-related death in the general population using the OpenSAFELY platform2022 Diagnostic and Prognostic Research article Medicine COVID-19 Clinical Research Studies Open access
Elizabeth Williamson, John Tazare, Krishnan Bhaskaran, Helen I McDonald, Alex J. Walker, Laurie A. Tomlinson, +37 more
11citations -
Risk prediction tools for pressure injury occurrence: an umbrella review of systematic reviews reporting model development and validation methods2025 Diagnostic and Prognostic Research review Health Professions Pressure Ulcer Prevention and Management Open access
Bethany Hillier, Katie Scandrett, April Coombe, Tina Hernandez‐Boussard, Ewout Willem Steyerberg, Yemisi Takwoingi, +2 more
5citations -
Critical appraisal of machine learning prognostic models for acute pancreatitis: protocol for a systematic review2024 Diagnostic and Prognostic Research review Medicine Pancreatitis Pathology and Treatment Open access
Amier Hassan, Brian Critelli, Ila Lahooti, Ali Lahooti, Nate Matzko, Jan Niklas Adams, +13 more
4citations -
A study protocol of external validation of eight COVID-19 prognostic models for predicting mortality risk in older populations in a hospital, primary care, and nursing home setting2023 Diagnostic and Prognostic Research article Medicine COVID-19 Clinical Research Studies Open access
Anum Zahra, Kim Luijken, Evertine J. Abbink, Jesse M. van den Berg, Marieke Tabo Blom, Petra J. M. Elders, +49 more
3citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
2citations -
Correction: Understanding overfitting in random forest for probability estimation: a visualization and simulation study2025 Diagnostic and Prognostic Research erratum Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
0citations -
Impact of a diagnostic strategy for appendicitis in children with acute abdominal pain in primary care: study protocol for a hybrid type 1 cluster randomised controlled trial2026 Diagnostic and Prognostic Research article Medicine Appendicitis Diagnosis and Management Open access
Esmee M. Hogervorst, Roderick P Venekamp, Grietje E. Knol‐de Vries, Tamara N Platteel, Roeland M. Watjer, Daan P. Hurkmans, +20 more
0citations
19 results
Most active Aachen authors
-
Ewout Willem Steyerberg 172,939 citations overall7 papers
-
Ben Van Calster 42,192 citations overall5 papers
-
Hein Putter 62,811 citations overall3 papers
-
Rolf H. H. Groenwold 16,002 citations overall2 papers
-
David A Harrison 40,699 citations overall1 paper
-
Jacobijn Gussekloo 23,962 citations overall1 paper
-
Simon P. Mooijaart 15,247 citations overall1 paper
-
Mattijs Everard Numans 8,409 citations overall1 paper
-
Jia Tao Song 7,349 citations overall1 paper
-
Kim Luijken 4,122 citations overall1 paper
-
Daniele Giardiello 1,466 citations overall1 paper
-
Daan P. Hurkmans 1,075 citations overall1 paper
-
Jan Niklas Adams 376 citations overall1 paper
-
Bas F M van Raaij 219 citations overall1 paper
-
Ahmed Allam Mohamed 120 citations overall1 paper