Citation

Reporting of Demographic Data and Representativeness in Machine Learning Models Using Electronic Health Records

Author:
Bozkurt, Selen; Cahan, Eli M.; Seneviratne, Martin G.; Sun, Ran; Lossio-Ventura, Juan A.; Ioannidis, John P. A.; Hernandez-Boussard, Tina
Publication:
Journal of the American Medical Informatics Association
Year:
2020

AbstractObjective. The development of machine learning (ML) algorithms to address a variety of issues faced in clinical practice has increased rapidly. However,