Expert-Level Distinction of Systemic Sclerosis from Hand Photographs Using Deep Convolutional Neural Networks.

Abstract

Authors

• Yuta Norimatsu
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Ayumi Yoshizaki
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan. Electronic address: ayuyoshi@me.com.
• Yoshinori Kabeya
  Healthcare Analytics, Global Business Services, IBM Japan Ltd, Tokyo, Japan.
• Takemichi Fukasawa
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Jun Omatsu
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Maiko Fukayama
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Ai Kuzumi
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Satoshi Ebata
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Asako Yoshizaki-Ogawa
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Yoshihide Asano
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Haruka Ichimura
  FULL KAITEN, Inc., Tokyo, Japan.
• Sho Yonezawa
  Healthcare Analytics, Global Business Services, IBM Japan Ltd, Tokyo, Japan.
• Hiroki Nakano
  Healthcare Analytics, Global Business Services, IBM Japan Ltd, Tokyo, Japan.
• Shinichi Sato
  Department of Dermatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.

Keywords

External Resources