Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning.

Journal: International journal of medical informatics
Published Date: Sep 17, 2021

Abstract

BACKGROUND: This study aims to investigate how infectious keratitis depicted on slit-lamp and smartphone photographs can be reliably assessed using deep learning.

Authors

  • Lei Wang
    Department of Nursing, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
  • Kuan Chen
    Infervision, Beijing, China.
  • Han Wen
    School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China.
  • Qinxiang Zheng
    Ningbo Eye Hospital, Wenzhou Medical University, Ningbo, 315000, China; School of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
  • Yang Chen
    Orthopedics Department of the First Affiliated Hospital of Tsinghua University, Beijing, China.
  • Jiantao Pu
    Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA.
  • Wei Chen
    Department of Urology, Zigong Fourth People's Hospital, Sichuan, China.

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