Confounding factors need to be accounted for in assessing bias by machine learning algorithms.

Abstract

Authors

• Pritam Mukherjee
  Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA. pritam.mukherjee@nih.gov.
• Thomas C Shen
• Jianfei Liu
• Tejas Mathai
  Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA.
• Omid Shafaat
  Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA.
• Ronald M Summers
  National Institutes of Health, Clinical Center, Radiology and Imaging Sciences, 10 Center Drive, Bethesda, MD 20892, USA.

Keywords

External Resources