Ben Van Calster

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S. Collins, Karel G.M. Moons, Paula Dhiman et al. · BMJ · 2024 · 2.2K citations · Full text

Computing, Biostatistics, Health Informatics +17

Calibration: the Achilles heel of predictive analytics

Ben Van Calster, David J. McLernon, Maarten van Smeden et al. · BMC Medicine · 2019 · 1.9K citations · Full text

Computing, Biostatistics, Clinical Decision Support +16

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

Andrew J. Vickers, Ben Van Calster, Ewout W. Steyerberg · BMJ · 2016 · 1.1K citations · Full text

Pharmacy, Biostatistics, Clinical Sciences +17

A simple, step-by-step guide to interpreting decision curve analysis

Andrew J. Vickers, Ben Van Calster, Ewout W. Steyerberg · Diagnostic and Prognostic Research · 2019 · 1.1K citations · Full text

Business, Biostatistics, Clinical Decision Support +13

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

Ben Van Calster, Daan Nieboer, Yvonne Vergouwe et al. · Journal of Clinical Epidemiology · 2016 · 838 citations · Full text

Business, Risk Management, Risk Analysis +15