Deep learning versus ophthalmologists for screening for glaucoma on fundus examination: A systematic review and meta-analysis,Clinical & Experimental Ophthalmology

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Deep learning versus ophthalmologists for screening for glaucoma on fundus examination: A systematic review and meta-analysis
Clinical & Experimental Ophthalmology ( IF 4.9 ) Pub Date : 2021-09-10 , DOI: 10.1111/ceo.14000
Mathieu Buisson ₁ , Valentin Navel _{1,

2} , Antoine Labbé _{3,

4,

5} , Stephanie L Watson _{6,

7} , Julien S Baker ₈ , Patrick Murtagh ₉ , Frédéric Chiambaretta _{1,

2} , Frédéric Dutheil ₁₀

Affiliation

CHU Clermont-Ferrand, Ophthalmology, University Hospital of Clermont-Ferrand, Clermont-Ferrand, France.
CNRS UMR 6293, INSERM U1103, Genetic Reproduction and Development Laboratory (GReD), Translational Approach to Epithelial Injury and Repair Team, Université Clermont Auvergne, Clermont-Ferrand, France.
Department of Ophthalmology III, Quinze-Vingts National Ophthalmology Hospital, IHU FOReSIGHT, Paris, France.
Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France.
Department of Ophthalmology, Ambroise Paré Hospital, APHP, Université de Versailles Saint-Quentin en Yvelines, Versailles, France.
Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
Corneal Unit, Sydney Eye Hospital, Sydney, New South Wales, Australia.
Centre for Health and Exercise Science Research, Department of Sport, Physical Education and Health, Hong Kong Baptist University, Kowloon Tong, Hong Kong.
Department of Ophthalmology, Royal Victoria Eye and Ear Hospital, Dublin, Ireland.
Université Clermont Auvergne, CNRS, LaPSCo, Physiological and Psychosocial Stress, CHU Clermont-Ferrand, University Hospital of Clermont-Ferrand, Preventive and Occupational Medicine, Witty Fit, Clermont-Ferrand, France.

In this systematic review and meta-analysis, we aimed to compare deep learning versus ophthalmologists in glaucoma diagnosis on fundus examinations.

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