Deep learning-based anatomical position recognition for gastroscopic examination.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
PMID:

Abstract

BACKGROUND: The gastroscopic examination is a preferred method for the detection of upper gastrointestinal lesions. However, gastroscopic examination has high requirements for doctors, especially for the strict position and quantity of the archived images. These requirements are challenging for the education and training of junior doctors.

Authors

  • Xiufeng Su
    Weihai Municipal Hospital, Cheeloo College of Medicine, Shandong University, Weihai, Shandong, China.
  • Weiyu Liu
    Chang'an University, Middle-Section of Nan'er Huan Road, Xi'an 710000, China.
  • Suyi Jiang
    Weihai Municipal Hospital, Cheeloo College of Medicine, Shandong University, Weihai, Shandong, China.
  • Xiaozhong Gao
    Weihai Municipal Hospital, Cheeloo College of Medicine, Shandong University, Weihai, Shandong, China.
  • Yanliu Chu
    Weihai Municipal Hospital, Cheeloo College of Medicine, Shandong University, Weihai, Shandong, China.
  • Liyong Ma
    School of Information Science and Engineering, Harbin Institute of Technology, Weihai 264209, China.