Analysis of anterior segment in primary angle closure suspect with deep learning models.

Journal: BMC medical informatics and decision making
PMID:

Abstract

OBJECTIVE: To analyze primary angle closure suspect (PACS) patients' anatomical characteristics of anterior chamber configuration, and to establish artificial intelligence (AI)-aided diagnostic system for PACS screening.

Authors

  • Ziwei Fu
    Department of Ophthalmology, The Second Affiliated Hospital of Xi'an Medical University, Xi'an, Shaanxi, China.
  • Jinwei Xi
    The Second Affiliated Hospital of Xi'an Medical University, Xi'an, Shaanxi, 710038, China.
  • Zhi Ji
    The Second Affiliated Hospital of Xi'an Medical University, Xi'an, Shaanxi, 710038, China.
  • Ruxue Zhang
    School of Mathematics, Northwest University, Xi'an, 710127, China.
  • Jianping Wang
    Department of Computer Science, City University of Hong Kong, 83 Tat Chee Ave, Kowloon Tong, Hong Kong, China. jianwang@cityu.edu.hk.
  • Rui Shi
    From the Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, 2nd Anzhen Road, Chaoyang District, Beijing, China (N.Z., L.X., Z.F.); Cardiovascular Research Centre, Royal Brompton Hospital, London, England (G.Y., R.S., J.K., D.F.); National Heart and Lung Institute, Imperial College London, London, England (G.Y., R.S., J.K., D.F.); Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China (Z.G., H.Z.); Anhui University, Hefei, China (C.X., Y.Z.); and School of Biomedical Engineering, Sun Yat-Sen University, Shenzhen, China (H.Z.).
  • Xiaoli Pu
    Xianyang First People's Hospital, Xianyang, Shaanxi Province, 712000, China.
  • Jingni Yu
    Xi'an People's Hospital, Xi'an, Shaanxi, 712099, China.
  • Fang Xue
    Xi'an Medical University, Xi'an, Shaanxi, 710021, China.
  • Jianrong Liu
    Xi'an People's Hospital, Xi'an, Shaanxi, 712099, China.
  • Yanrong Wang
    Yan'an People's Hospital, Yan'an, Shaanxi, 716099, China.
  • Hua Zhong
    Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
  • Jun Feng
    Linping Hospital of Integrated Traditional Chinese and Western, Medicine, Hangzhou, Zhejiang, China.
  • Min Zhang
    Department of Infectious Disease, The Second Xiangya Hospital of Central South University, Changsha, China.
  • Yuan He
    Department of Vascular and Endovascular Surgery, Chinese PLA General Hospital, Beijing, PR China. Electronic address: heyuan@301hospital.com.cn.