Ben Van Calster - Researcher Profile

Publications

3 shown

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

Evangelia Christodoulou , Jie Ma , Gary S. Collins +3 more

2019 Journal of Clinical Epidemiology 1674 citations

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

Laure Wynants , Ben Van Calster , Gary S. Collins +54 more

Abstract Objective To review and appraise the validity and usefulness of published and preprint reports of prediction models for prognosis of patients with covid-19, and for det...

2020 BMJ 3088 citations

Calibration: the Achilles heel of predictive analytics

Ben Van Calster , David J. McLernon , Maarten van Smeden +2 more

BackgroundThe assessment of calibration performance of risk prediction models based on regression or more flexible machine learning algorithms receives little attention.Main tex...

2019 BMC Medicine 1449 citations

Frequent Co-Authors

Researcher Info

h-index: 3
Publications: 3
Citations: 6,211
Institution: KU Leuven

External Links

ORCID Profile Google Scholar

Identifiers

ORCID: 0000-0003-1613-7450

Impact Metrics

h-index 3

h-index: Number of publications with at least h citations each.