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Deep-Learning-Aided Diagnosis of Diabetic Retinopathy, Age-Related Macular Degeneration, and Glaucoma Based on Structural and Angiographic OCT.

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第一作者： Pengxiao,Zang

第一单位： Casey Eye Institute, Oregon Health & Science University, Portland, Oregon.;Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon.

作者： Pengxiao,Zang ^[1] ; Tristan T,Hormel ^[2] ; Thomas S,Hwang ^[2] ; Steven T,Bailey ^[2] ; David,Huang ^[2] ; Yali,Jia ^[1]

作者单位： Casey Eye Institute, Oregon Health & Science University, Portland, Oregon.;Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon. ^[1] Casey Eye Institute, Oregon Health & Science University, Portland, Oregon. ^[2]

关键词 3D, 3-dimensional AMD, age-related macular degeneration AUC, area under the curve Age-related macular degeneration CAM, class activation map DR, diabetic retinopathy Deep learning Diabetic retinopathy Glaucoma OCT OCTA, OCT angiography ROC, receiver operating characteristic

DOI 10.1016/j.xops.2022.100245

PMID 36579336

发布时间 2023-01-03

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2023年3卷1期

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Deep-Learning-Aided Diagnosis of Diabetic Retinopathy, Age-Related Macular Degeneration, and Glaucoma Based on Structural and Angiographic OCT.

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Deep-Learning-Aided Diagnosis of Diabetic Retinopathy, Age-Related Macular Degeneration, and Glaucoma Based on Structural and Angiographic OCT.

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