Ewout W. Steyerberg - Researcher Profile

Publications

5 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

Clinical Prediction Models

Ewout W. Steyerberg

2019 Statistics for biology and health 2899 citations

Evaluation of Newer Risk Markers for Coronary Heart Disease Risk Classification

Maryam Kavousi , Suzette E. Elias‐Smale , Joost H.W. Rutten +14 more

Netherlands Organization for Health Research and Development (ZonMw).

2012 Annals of Internal Medicine 363 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: 5
Publications: 5
Citations: 9,473
Institution: Leiden University Medical Center

External Links

ORCID Profile Google Scholar

Identifiers

ORCID: 0000-0002-7787-0122

Impact Metrics

h-index 5

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