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DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs |
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| Authors: | Yifan Peng Shazia Dharssi Qingyu Chen Tiarnan D. Keenan Elvira Agrón Wai T. Wong Emily Y. Chew Zhiyong Lu |
| Affiliation: | 1. National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland;2. National Eye Institute, National Institutes of Health, Bethesda, Maryland |
| Abstract: | |
| Keywords: | AI artificial intelligence AMD age-related macular degeneration AREDS Age-Related Eye Disease Study AUC area under the curve CNN convolutional neural network CFP color fundus photographs D-Net Drusen-Net GA geographic atrophy LA-Net Late AMD-Net P-Net Pigment-Net |
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