Deep learning for detection of age-related macular degeneration: A systematic review and meta-analysis of diagnostic test accuracy studies

• Xiangjie Leng,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Eye College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China

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• Ruijie Shi,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Eye College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China

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• Yanxia Wu,

  Roles Data curation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliations Eye College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China, Department of Ophthalmology, Ineye Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China

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• Shiyin Zhu,

  Roles Investigation, Methodology, Validation

  Affiliation Eye College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China

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• Xingcan Cai,

  Roles Investigation, Methodology, Validation

  Affiliation Eye College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China

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• Xuejing Lu ,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  * E-mail: luxuejing@cdutcm.edu.cn

  Affiliations Eye College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China, Department of Ophthalmology, Ineye Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China, Department of Ophthalmology, Key Laboratory of Sichuan Province Ophthalmopathy Prevention & Cure and Visual Function Protection with TCM Laboratory, Chengdu, Sichuan, China, Department of Ophthalmology, Retinal Image Technology and Chronic Vascular Disease Prevention & Control and Collaborative Innovation Center, Chengdu, Sichuan, China

  https://orcid.org/0000-0001-5324-4736

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• Ruobing Liu

  Roles Writing – review & editing

  Affiliation Faculty of Technology, Policy and Management, Delft University of Technology, Delft, South Holland, Netherlands

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