Performance of Automated Machine Learning for Diabetic Retinopathy Image Classification from Multi-field Handheld Retinal Images.

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第一作者： Cris Martin P,Jacoba

第一单位： Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts; Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts.

作者： Cris Martin P,Jacoba ^[1] ; Duy,Doan ^[2] ; Recivall P,Salongcay ^[3] ; Lizzie Anne C,Aquino ^[4] ; Joseph Paolo Y,Silva ^[4] ; Claude Michael G,Salva ^[4] ; Dean,Zhang ^[2] ; Glenn P,Alog ^[5] ; Kexin,Zhang ^[2] ; Kaye Lani Rea B,Locaylocay ^[5] ; Aileen V,Saunar ^[5] ; Mohamed,Ashraf ^[1] ; Jennifer K,Sun ^[1] ; Tunde,Peto ^[6] ; Lloyd Paul,Aiello ^[1] ; Paolo S,Silva ^[7]

作者单位： Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts; Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts. ^[1] Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts. ^[2] Philippine Eye Research Institute, University of the Philippines, Manila, Philippines; Centre for Public Health, Queen's University Belfast, United Kingdom; Eyes and Vision Institute, the Medical City, Pasig City, Philippines. ^[3] Philippine Eye Research Institute, University of the Philippines, Manila, Philippines. ^[4] Philippine Eye Research Institute, University of the Philippines, Manila, Philippines; Eyes and Vision Institute, the Medical City, Pasig City, Philippines. ^[5] Centre for Public Health, Queen's University Belfast, United Kingdom. ^[6] Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts; Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts; Philippine Eye Research Institute, University of the Philippines, Manila, Philippines; Eyes and Vision Institute, the Medical City, Pasig City, Philippines. Electronic address: paoloantonio.silva@joslin.harvard.edu. ^[7]

关键词 Artificial Intelligence Automated Machine Learning Diabetic Retinopathy Handheld devices Retinal Imaging Screening

主题词人类(Humans);糖尿病视网膜病变(Diabetic Retinopathy);前瞻性研究(Prospective Studies);黄斑水肿(Macular Edema);视网膜(Retina);糖尿病(Diabetes Mellitus)

DOI 10.1016/j.oret.2023.03.003

PMID 36924893

发布时间 2024-02-21

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Ophthalmology. Retina

2023年7卷8期

703-712页

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Performance of Automated Machine Learning for Diabetic Retinopathy Image Classification from Multi-field Handheld Retinal Images.

Ophthalmology. Retina

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Performance of Automated Machine Learning for Diabetic Retinopathy Image Classification from Multi-field Handheld Retinal Images.

Ophthalmology. Retina

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Ophthalmology. Retina

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