Analysis of ultrasonographic images using a deep learning-based model as ancillary diagnostic tool for diagnosing gallbladder polyps.

Journal: Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver
PMID:

Abstract

BACKGROUND: Accurately diagnosing gallbladder polyps (GBPs) is important to avoid misdiagnosis and overtreatment.

Authors

  • Jin Ho Choi
    Department of Medical Device Management and Research, SAIHST, Sungkyunkwan University, Seoul 06351, South Korea; Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, South Korea. Electronic address: jhchoimd@gmail.com.
  • Jaesung Lee
    Department of Artificial Intelligence, Chung-Ang University, 221, Heukseok-Dong, Dongjak-Gu, Seoul, Korea.
  • Sang Hyub Lee
    Department of Urology, Kyung Hee University School of Medicine, Seoul, Korea.
  • Sanghyuk Lee
    Department of Artificial Intelligence, Chung-Ang University, 221, Heukseok-Dong, Dongjak-Gu, Seoul, Korea.
  • A-Seong Moon
    Department of Artificial Intelligence, Chung-Ang University, 221, Heukseok-Dong, Dongjak-Gu, Seoul, Korea.
  • Sung-Hyun Cho
    Department of Artificial Intelligence, Chung-Ang University, 221, Heukseok-Dong, Dongjak-Gu, Seoul, Korea.
  • Joo Seong Kim
    Department of Internal Medicine, Dongguk University College of Medicine, Dongguk University Ilsan Hospital, Goyang, Korea.
  • In Rae Cho
    Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
  • Woo Hyun Paik
    Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
  • Ji Kon Ryu
    Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
  • Yong-Tae Kim
    Department of Biomedical Engineering, Gil Medical Center, Gachon University College of Medicine, Incheon, Korea.