External validation of a deep learning detection system for glaucomatous optic neuropathy: a real-world multicentre study.

Journal: Eye (London, England)
Published Date:

Abstract

OBJECTIVES: To conduct an external validation of an automated artificial intelligence (AI) diagnostic system using fundus photographs from a real-life multicentre cohort.

Authors

  • Xu Qian
    Department of Geriatric Medicine, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Jinan, 250012, China.
  • Song Xian
    Department of Geriatric Medicine, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Jinan, 250012, China.
  • Su Yifei
    Global Health Research Center, Duke Kunshan University, No. 8 Duke Avenue, Kunshan, Jiangsu Province, 215316, China.
  • Guo Wei
    Department of Medicine, University of Utah School of Medicine, Salt Lake City, USA.
  • Hanruo Liu
  • Xi Xiaoming
    School of Computer Science and Technology, Shandong Jianzhu University, Jinan, 250101, China.
  • Chunyan Chu
    Department of Forensic Medicine, Nanjing Medical University, Nanjing, 211166, Jiangsu, People's Republic of China.
  • Yin Yilong
    School of Software, Shandong University, Jinan, 250101, China.
  • Yu Shuang
    Tencent Healthcare, Shenzhen, 51800, China.
  • Ma Kai
    Tencent Healthcare, Shenzhen, 51800, China.
  • Cheng Mei
    Department of Geriatric Medicine, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Jinan, 250012, China.
  • Qu Yi
    Department of Geriatric Medicine, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Jinan, 250012, China. yiqucn@sdu.edu.cn.