Using Machine Learning to Assess Physician Competence: A Systematic Review.

Journal: Academic medicine : journal of the Association of American Medical Colleges

Published Date: Mar 1, 2019

Abstract

PURPOSE: To identify the different machine learning (ML) techniques that have been applied to automate physician competence assessment and evaluate how these techniques can be used to assess different competence domains in several medical specialties.

Authors

Roger D Dias

Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Avni Gupta
Steven J Yule

Keywords

Clinical Competence General Surgery Humans Machine Learning Physicians Radiology

External Resources

View on PubMed Access via DOI PubMed (30113364)

Using Machine Learning to Assess Physician Competence: A Systematic Review.

Abstract

Authors

Keywords

External Resources

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