Image diagnosis models for the oral assessment of older people using convolutional neural networks: A retrospective observational study.

Journal: Journal of clinical nursing
PMID:

Abstract

AIMS: The purpose of this study was to construct a model for oral assessment using deep learning image recognition technology and to verify its accuracy.

Authors

  • Misato Muramatsu
    Graduate School of Nursing, Sapporo City University, Sapporo, Japan.
  • Masumi Muramatsu
    Graduate School of Nursing, Sapporo City University, Sapporo, Japan.
  • Naoto Takahashi
    AI Laboratory, Sapporo City University, Sapporo, Japan.
  • Atsuko Hagiwara
    Hagiwara Dental Clinic, Ashibetsu, Japan.
  • Jyun Hagiwara
    Hagiwara Dental Clinic, Ashibetsu, Japan.
  • Yuichiro Takamatsu
    Takamatsu Dental Office, Ishikari, Japan.
  • Ryo Morooka
    Akaiwa Ryo Dental Clinic, Otaru, Japan.
  • Morio Ochi
    Division of Fixed Prosthodontics and Oral Implantology, Department of Oral Rehabilitation, School of Dentistry, Health Sciences University of Hokkaido, Ishikari-Tobetsu, Japan.
  • Toshiko Kaitani
    Graduate School of Nursing, Sapporo City University, Sapporo, Japan.