Geographic Distribution of US Cohorts Used to Train Deep Learning Algorithms.

Journal: JAMA
Published Date:

Abstract

This study describes the US geographic distribution of patient cohorts used to train deep learning algorithms in published radiology, ophthalmology, dermatology, pathology, gastroenterology, and cardiology machine learning articles published in 2015-2019.

Authors

  • Amit Kaushal
  • Russ Altman
  • Curt Langlotz
    Department of Radiology, Stanford University School of Medicine, Stanford, California.