Accessibility settings

This paper is in the following e-collection/theme issue:

Digital Health Reviews (1893) Decision Support for Health Professionals (1729) Advanced Data Analytics in eHealth (256) Imaging Informatics (360) Machine Learning (2345) Artificial Intelligence (2506) Computer-Aided Diagnosis (295)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/97174, first published .
Ophthalmologist examining patient's eye with advanced retinal imaging technology

Performance of Deep Learning in Classifying Age-Related Macular Degeneration From Images: Systematic Review and Meta-Analysis

Performance of Deep Learning in Classifying Age-Related Macular Degeneration From Images: Systematic Review and Meta-Analysis

Authors of this article:

Yu Zhu1 Author Orcid Image ;   Yue Niu2 Author Orcid Image ;   Shangye Sun3 Author Orcid Image ;   Wei Liu1 Author Orcid Image ;   Ying Dou1 Author Orcid Image ;   Yu Guo4 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Yu Zhu   1 , MD ;   Yue Niu   2 , BS ;   Shangye Sun   3 , MD ;   Wei Liu   1 , BS ;   Ying Dou   1 , MD ;   Yu Guo   4 , MD

1 Department of Ophthalmology, Jilin Province FAW General Hospital, Changchun, China

2 Department of Human Resources, Jilin Province FAW General Hospital, Changchun, China

3 Department of CT, Jilin Province FAW General Hospital, Changchun, China

4 Department of Otolaryngology, Jilin Province FAW General Hospital, Changchun, Jilin Province, China

Corresponding Author:

  • Yu Guo, MD
  • Department of Otolaryngology
  • Jilin Province FAW General Hospital
  • 2643 Dongfeng Street
  • Changchun, Jilin Province 130011
  • China
  • Phone: 86 15948784509
  • Email: ninanguoyu@163.com