-
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Benjamin Yaël Gravesteijn, Daan Nieboer, Ari Ercole, Hester Floor Lingsma, David Nelson, Ben Van Calster, +90 more
198citations -
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 -
Two different invitation approaches for consecutive rounds of a Delphi survey led to comparable final outcome2020 Journal of Clinical Epidemiology article Social Sciences Delphi Technique in Research Open access
Anne Boel, Victoria Navarro‐Compán, Robert Landewé, Désirée M F M van der Heijde
135citations -
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
110citations -
Methodology over metrics: current scientific standards are a disservice to patients and society2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Ben Van Calster, Laure Wynants, Richard D Riley, Maarten van Smeden, Professor Gary S. Collins
103citations -
Title, abstract, and keyword searching resulted in poor recovery of articles in systematic reviews of epidemiologic practice2020 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Bas B. L. Penning de Vries, Maarten van Smeden, Frits Richard Rosendaal, Rolf H. H. Groenwold
68citations -
Large-scale validation of the prediction model risk of bias assessment Tool (PROBAST) using a short form: high risk of bias models show poorer discrimination2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Esmée Venema, Benjamin S. Wessler, Jessica K. Paulus, Rehab Salah, Gowri Raman, Lester Y. Leung, +6 more
65citations -
Text-mining in electronic healthcare records can be used as efficient tool for screening and data collection in cardiovascular trials: a multicenter validation study2020 Journal of Clinical Epidemiology article Health Professions Electronic Health Records Systems Open access
Wouter B van Dijk, Aernoud T.L. Fiolet, Ewoud Schuit, Arjan Sammani, T. Katrien J. Groenhof, Rieke van der Graaf, +7 more
42citations -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review2023 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
41citations -
Describing deprescribing trials better: an elaboration of the CONSORT statement2020 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Jeanet W. Blom, Christiane Muth, Paul Glasziou, James P. McCormack, Rafael Perera, Rosalinde K. E. Poortvliet, +8 more
37citations -
Larger sample sizes are needed when developing a clinical prediction model using machine learning in oncology: methodological systematic review2025 Journal of Clinical Epidemiology review Mathematics Statistical Methods in Epidemiology Open access
Biruk Tsegaye, Kym I E Snell, Lucinda Archer, Shona Kirtley, Richard D Riley, Matthew Sperrin, +3 more
33citations -
Measuring the success of blinding in placebo-controlled trials: Should we be so quick to dismiss it?2021 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Clinical Trials Open access
Rebecca Webster, Felicity L. Bishop, Professor Gary S. Collins, Andrea W.M. Evers, Tammy Hoffmann, J. André Knottnerus, +7 more
26citations -
Covariate-specific ROC curve analysis can accommodate differences between covariate subgroups in the evaluation of diagnostic accuracy2023 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Jenny Lee, Nick van Es, Toshihiko Takada, Frederikus Albertus Klok, Geert‐Jan Geersing, Jeffrey D. Blume, +1 more
25citations -
How to develop, validate, and update clinical prediction models using multinomial logistic regression2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Celina K Gehringer, Glen Philip Martin, Ben Van Calster, Kimme Leanne Hyrich, Suzanne M. M. Verstappen, Jamie C. Sergeant
20citations -
Systematic metareview of prediction studies demonstrates stable trends in bias and low PROBAST inter-rater agreement2023 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Liselotte F.S. Langenhuijsen, Roemer J. Janse, Esmée Venema, David M. Kent, Merel van Diepen, Friedo Wilhelm Dekker, +2 more
19citations -
A questionable factor structure of the multidimensional fatigue inventory in the general Dutch population2021 Journal of Clinical Epidemiology article Decision Sciences Psychometric Methodologies and Testing Open access
Jacobien Marije Kieffer, Daniëlle E. J. Starreveld, Annelies H. Boekhout, Eveline M. A. Bleiker
16citations -
Predicting COVID-19 prognosis in the ICU remained challenging: external validation in a multinational regional cohort2022 Journal of Clinical Epidemiology article Medicine COVID-19 Clinical Research Studies Open access
Daniek A. M. Meijs, Sander M. J. van Kuijk, Laure Wynants, Björn Stessel, Jannet Mehagnoul-Schipper, Anisa Hana, +26 more
14citations -
Systematic review finds risk of bias and applicability concerns for models predicting central line-associated bloodstream infection2023 Journal of Clinical Epidemiology review Health Professions Central Venous Catheters and Hemodialysis Open access
Shan Gao, Elena Albu, Krizia Tuand, Veerle Cossey, Frank E Rademakers, Ben Van Calster, +1 more
13citations -
Information about missing patient-reported outcome data in breast cancer trials is frequently not documented: a scoping review2023 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Clinical Trials Open access
Daniela Krepper, Johannes Maria Giesinger, Linda Dirven, Fabio Efficace, Caroline Lopes Martini, Anna Margarete Maria Thurner, +3 more
12citations -
A prognostic model predicted deterioration in health-related quality of life in older patients with multimorbidity and polypharmacy2020 Journal of Clinical Epidemiology article Medicine Pharmaceutical Practices and Patient Outcomes Open access
Ana Isabel González-González, Andreas Daniel Meid, Truc Sophia Dinh, Jeanet W. Blom, Marjan van den Akker, Petra J. M. Elders, +15 more
11citations -
External validation of six COVID-19 prognostic models for predicting mortality risk in older populations in a hospital, primary care, and nursing home setting2024 Journal of Clinical Epidemiology article Medicine COVID-19 Clinical Research Studies Open access
Anum Zahra, Maarten van Smeden, Evertine J. Abbink, Jesse M. van den Berg, Marieke Tabo Blom, Carline J. van den Dries, +12 more
10citations -
Informing pandemic management in Germany with trustworthy living evidence syntheses and guideline development: lessons learned from the COVID-19 evidence ecosystem2024 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Angela M. Kunzler, Claire Iannizzi, Jacob Burns, Maria‐Inti Metzendorf, Sebastian Voigt-Radloff, Vanessa Piechotta, +40 more
8citations