Incidental cerebral aneurysms detected by a computer-assisted detection system based on artificial intelligence: A case series.

Journal: Medicine
PMID: 33120725

Abstract

RATIONALE: Computer-assisted detection (CAD) systems based on artificial intelligence (AI) using convolutional neural network (CNN) have been successfully used for the diagnosis of unruptured cerebral aneurysms in experimental situations. However, it is yet unclear whether CAD systems can detect cerebral aneurysms effectively in real-life clinical situations. This paper describes the diagnostic efficacy of CAD systems for cerebral aneurysms and the types of cerebral aneurysms that they can detect.

Authors

  • Yuki Shimada
    MNES Inc, Hiroshima.
  • Tetsuya Tanimoto
    Navitas Clinic Kawasaki, Ekimaehonmachi 26-1, Kawasakiku, Kawasakishi, Kanagawa, 2100007, Japan. Electronic address: ttanimot@gmail.com.
  • Masataka Nishimori
    From the Department of Diagnostic and Interventional Radiology (D.U., A.Y., T.S., S.D., A.S., Y.M.) and Department of Premier Preventive Medicine (S.F.), Osaka City University Graduate School of Medicine, 1-4-3 Asahi-machi, Abeno-ku, Osaka 545-8585, Japan; LPixel, Tokyo, Japan (M.N., A.C., Y.S.); and Department of Radiology, Osaka City University Hospital, Osaka, Japan (Y.K.).
  • Antoine Choppin
    From the Department of Diagnostic and Interventional Radiology (D.U., A.Y., T.S., S.D., A.S., Y.M.) and Department of Premier Preventive Medicine (S.F.), Osaka City University Graduate School of Medicine, 1-4-3 Asahi-machi, Abeno-ku, Osaka 545-8585, Japan; LPixel, Tokyo, Japan (M.N., A.C., Y.S.); and Department of Radiology, Osaka City University Hospital, Osaka, Japan (Y.K.).
  • Arie Meir
    Google Inc, Mountain View, California, USA.
  • Akihiko Ozaki
    MNES Inc, Hiroshima.
  • Asaka Higuchi
    Medical Governance Research Institute, Tokyo.
  • Makoto Kosaka
    Medical Governance Research Institute, Tokyo.
  • Yuki Shimahara
    From the Department of Diagnostic and Interventional Radiology (D.U., A.Y., T.S., S.D., A.S., Y.M.) and Department of Premier Preventive Medicine (S.F.), Osaka City University Graduate School of Medicine, 1-4-3 Asahi-machi, Abeno-ku, Osaka 545-8585, Japan; LPixel, Tokyo, Japan (M.N., A.C., Y.S.); and Department of Radiology, Osaka City University Hospital, Osaka, Japan (Y.K.).
  • Naoyuki Kitamura
    MNES Inc, Hiroshima.

Keywords

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