Academic medicine : journal of the Association of American Medical Colleges
Mar 1, 2019
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...
Academic medicine : journal of the Association of American Medical Colleges
Aug 1, 2018
Artificial intelligence and other forms of information technology are only just beginning to change the practice of medicine. The pace of change is expected to accelerate as tools improve and as demands for analyzing a rapidly growing body of knowled...
Academic medicine : journal of the Association of American Medical Colleges
Aug 1, 2018
Noteworthy changes coming to the practice of medicine require significant medical education reforms. While proposals for such reforms abound, they are insufficient because they do not adequately address the most fundamental change-the practice of med...
Academic medicine : journal of the Association of American Medical Colleges
Dec 1, 2017
The rapid explosion of medical knowledge of the 19th and 20th centuries required a transformation in medical education, which, to that point, had been marked by low educational standards. To combat the lack of regulation, the 1910 Flexner Report reco...