Artificial intelligence-assisted endoscopic ultrasound diagnosis of esophageal subepithelial lesions.

Journal: Surgical endoscopy
Published Date: Jun 1, 2025

Abstract

BACKGROUND: Endoscopic ultrasound (EUS) is one of the most accurate methods for determining the originating layer of subepithelial lesions (SELs). However, the accuracy is greatly influenced by the expertise and proficiency of the endoscopist. In this study, we aimed to develop an artificial intelligence (AI) model to identify the originating layer of SELs in the esophagus and evaluate its efficacy.

Authors

  • Ai-Meng Zhang
    Department of Gastroenterology, Shengjing Hospital of China Medical University, No. 36, Sanhao Street, Shenyang, 110004, Liaoning Province, China.
  • Dai-Min Jiang
    Research Center for Innovation, SonoScape Medical Corporation, Shenzhen, 518107, Guangdong Province, China.
  • Shu-Peng Wang
    Department of Gastroenterology, Shengjing Hospital of China Medical University, No. 36, Sanhao Street, Shenyang, 110004, Liaoning Province, China.
  • Wen Liu
    Department of Dermatology, Air Force General Hospital, PLA Beijing 100142, China.
  • Bei-Bei Sun
    Department of Gastroenterology, Shengjing Hospital of China Medical University, No. 36, Sanhao Street, Shenyang, 110004, Liaoning Province, China.
  • Zhe Wang
    Department of Pathology, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen 518033, China.
  • Guo-Yi Zhou
    Research Center for Innovation, SonoScape Medical Corporation, Shenzhen, 518107, Guangdong Province, China.
  • Yao-Fu Wu
    Digital Information Development Department, SonoScape Medical Corporation, Shenzhen, 518107, Guangdong Province, China.
  • Qing-Yun Cai
    Product Management Department, SonoScape Medical Corporation, Shenzhen, 518107, Guangdong Province, China.
  • Jin-Tao Guo
    Guo-Xin Wang, Xiang Liu, Sheng Wang, Nan Ge, Jin-Tao Guo, Si-Yu Sun, Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, Liaoning Province, China.
  • Si-Yu Sun
    Guo-Xin Wang, Xiang Liu, Sheng Wang, Nan Ge, Jin-Tao Guo, Si-Yu Sun, Endoscopy Center, Shengjing Hospital of China Medical University, Shenyang 110004, Liaoning Province, China.

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