Detection of oral cancer and oral potentially malignant disorders using artificial intelligence-based image analysis.

Journal: Head & neck
PMID:

Abstract

BACKGROUND: We aimed to construct an artificial intelligence-based model for detecting oral cancer and dysplastic leukoplakia using oral cavity images captured with a single-lens reflex camera.

Authors

  • Atsumu Kouketsu
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Chiaki Doi
    X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan.
  • Hiroaki Tanaka
  • Takashi Araki
    X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan.
  • Rina Nakayama
    X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan.
  • Tsuguyoshi Toyooka
    X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan.
  • Satoshi Hiyama
    X-Tech Development Department, NTT DOCOMO, INC, 3-6 Hikarino-oka, Yokosuka, Kanagawa, 239-8536, Japan.
  • Masahiro Iikubo
    Division of Dental Informatics and Radiology, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Ken Osaka
    Department of International and Community Oral Health, Graduate School of Dentistry, Tohoku University, Sendai, Miyagi, Japan.
  • Keiichi Sasaki
    Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Hirokazu Nagai
    Department of Oral and Maxillofacial Surgery, Sendai City Hospital, Sendai, Japan.
  • Tsuyoshi Sugiura
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Kensuke Yamauchi
    Division of Oral and Maxillofacial Reconstructive Surgery, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Kanako Kuroda
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Yuta Yanagisawa
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Hitoshi Miyashita
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Tomonari Kajita
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Ryosuke Iwama
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Tsuyoshi Kurobane
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.
  • Tetsu Takahashi
    Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan.