Developing an artificial intelligence-based headache diagnostic model and its utility for non-specialists' diagnostic accuracy.

Journal: Cephalalgia : an international journal of headache
PMID: 37072919

Abstract

BACKGROUND: Misdiagnoses of headache disorders are a serious issue. Therefore, we developed an artificial intelligence-based headache diagnosis model using a large questionnaire database in a specialized headache hospital.

Authors

  • Masahito Katsuki
    Department of Neurosurgery, Itoigawa General Hospital, Niigata, Japan.
  • Tomokazu Shimazu
    Department of Neurology, Saitama Neuropsychiatric Institute, Saitama, Japan.
  • Shoji Kikui
    Headache Center and Department of Neurology, Tominaga Hospital, Osaka, Japan.
  • Daisuke Danno
    Headache Center and Department of Neurology, Tominaga Hospital, Osaka, Japan.
  • Junichi Miyahara
    Headache Center and Department of Neurology, Tominaga Hospital, Osaka, Japan.
  • Ryusaku Takeshima
    Department of Neurology, Osaka Saiseikai Nakatsu Hospital, Osaka, Japan.
  • Eriko Takeshima
    Department of Plastic Surgery, Osaka Metropolitan University, Osaka, Japan.
  • Yuki Shimazu
    Department of Clinical Training, St. Luke's International Hospital, Tokyo, Japan.
  • Takahiro Nakashima
    Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan.
  • Mitsuhiro Matsuo
    Department of Anaesthesiology, University of Toyama, Toyama, Japan.
  • Takao Takeshima
    Headache Center and Department of Neurology, Tominaga Hospital, Osaka, Japan.

Keywords

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