Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network.

Journal: JAMA dermatology
PMID: 31799995

Abstract

IMPORTANCE: Detection of cutaneous cancer on the face using deep-learning algorithms has been challenging because various anatomic structures create curves and shades that confuse the algorithm and can potentially lead to false-positive results.

Authors

  • Seung Seog Han
    I Dermatology, Seoul, Korea.
  • Ik Jun Moon
    Department of Dermatology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
  • Woohyung Lim
    SK Telecom, HMI Tech. Lab, Seoul, Korea.
  • In Suck Suh
    Department of Plastic and Reconstructive Surgery, Kangnam Sacred Hospital, Hallym University College of Medicine, Seoul, Korea.
  • Sam Yong Lee
    Department of Plastic and Reconstructive Surgery, Chonnam National University Medical School, Gwangju, Korea.
  • Jung-Im Na
    Department of Dermatology, Seoul National University Bundang Hospital, Seongnam, Korea.
  • Seong Hwan Kim
    Department of Orthopedic Surgery, Hyundae General Hospital, Chung-Ang University College of Medicine, Namyangju-si, Gyeonggi-do, South Korea.
  • Sung Eun Chang
    Department of Dermatology, Asan Medical Center, Ulsan University College of Medicine, Seoul, Korea.

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