Journal article
Predicting population health with machine learning: a scoping review
Abstract
OBJECTIVE: To determine how machine learning has been applied to prediction applications in population health contexts. Specifically, to describe which outcomes have been studied, the data sources most widely used and whether reporting of machine learning predictive models aligns with established reporting guidelines.
DESIGN: A scoping review.
Authors
Morgenstern JD; Buajitti E; O’Neill M; Piggott T; Goel V; Fridman D; Kornas K; Rosella LC
Journal
BMJ Open, Vol. 10, No. 10,
Publisher
BMJ
Publication Date
October 2020
DOI
10.1136/bmjopen-2020-037860
ISSN
2044-6055