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

Christodoulou, E.; Ma, J.; Collins, G.S.; Steyerberg, E.W.; Verbakel, J.Y.; Calster, B. van (2019)

Article / Letter to editor

• Clinical prediction models
• Logistic regression
• Machine learning
• AUC
• Calibration
• Reporting

• All authors: Christodoulou, E.; Ma, J.; Collins, G.S.; Steyerberg, E.W.; Verbakel, J.Y.; Calster, B. van
• Date: 2019-06-30
• Journal: Journal of Clinical Epidemiology
• Volume: 110
• Pages: 12 - 22
• DOI: doi:10.1016/j.jclinepi.2019.02.004