Assessing the effectiveness of artificial intelligence methods for melanoma: A retrospective review.

Journal: Journal of the American Academy of Dermatology
Published Date: Jun 27, 2019

Abstract

BACKGROUND: Artificial intelligence methods for the classification of melanoma have been studied extensively. However, few studies compare these methods under the same standards.

Authors

  • Xiaoyu Cui
    Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, 110169, Liaoning, China.
  • Ran Wei
  • Lixin Gong
    Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, 110169, China.
  • Ruiqun Qi
    NHC Key Laboratory of Immunodermatology (China Medical University), Ministry of Education Key Laboratory of Immunodermatology (China Medical University), Department of Dermatology The First Hospital of China Medical University, Shenyang, China. Electronic address: xiaoqiliumin@163.com.
  • Zeyin Zhao
    Department of Biomedical Informatics, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
  • Hongduo Chen
    NHC Key Laboratory of Immunodermatology (China Medical University), Ministry of Education Key Laboratory of Immunodermatology (China Medical University), Department of Dermatology The First Hospital of China Medical University, Shenyang, China.
  • Kaixin Song
    Department of Biomedical Informatics, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
  • Amer A A Abdulrahman
    NHC Key Laboratory of Immunodermatology (China Medical University), Ministry of Education Key Laboratory of Immunodermatology (China Medical University), Department of Dermatology The First Hospital of China Medical University, Shenyang, China.
  • Yining Wang
    Department of Radiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
  • John Z S Chen
    HealthySkin Dermatology, LLP, Tucson, Arizona.
  • Shuo Chen
    Department of Thoracic Surgery Beijing Chao-Yang Hospital Affiliated Capital Medical University Beijing China.
  • Yue Zhao
    The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China.
  • Xinghua Gao
    NHC Key Laboratory of Immunodermatology (China Medical University), Ministry of Education Key Laboratory of Immunodermatology (China Medical University), Department of Dermatology The First Hospital of China Medical University, Shenyang, China.

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