Clinically Relevant Vulnerabilities of Deep Machine Learning Systems for Skin Cancer Diagnosis

J Invest Dermatol. 2021 Apr;141(4):916-920. doi: 10.1016/j.jid.2020.07.034. Epub 2020 Sep 12.
No abstract available

Publication types

  • Letter
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Color
  • Deep Learning*
  • Dermoscopy / methods*
  • Diagnosis, Differential
  • Humans
  • Image Interpretation, Computer-Assisted / methods
  • Melanoma / diagnosis*
  • Melanoma / pathology
  • Nevus, Pigmented / diagnosis*
  • Nevus, Pigmented / pathology
  • Skin / diagnostic imaging
  • Skin / pathology
  • Skin Neoplasms / diagnosis*
  • Skin Neoplasms / pathology