Jie Ma

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

Richard D Riley, Kym I E Snell, Gary S Collins, 2020 .

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

Jie Ma, Ewout W. Steyerberg, Gary S. Collins, 2019, Journal of clinical epidemiology.

Risk Prediction Models in Perioperative Medicine: Methodological Considerations

G. Collins, M. Trivella, S. Gerry, 2016, Current Anesthesiology Reports.