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Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks.
Cen LP, Ji J, Lin JW, Ju ST, Lin HJ, Li TP, Wang Y, Yang JF, Liu YF, Tan S, Tan L, Li D, Wang Y, Zheng D, Xiong Y, Wu H, Jiang J, Wu Z, Huang D, Shi T, Chen B, Yang J, Zhang X, Luo L, Huang C, Zhang G, Huang Y, Ng TK, Chen H, Chen W, Pang CP, Zhang M. Cen LP, et al. Among authors: huang d, huang c, huang y. Nat Commun. 2021 Aug 10;12(1):4828. doi: 10.1038/s41467-021-25138-w. Nat Commun. 2021. PMID: 34376678 Free PMC article.
Enhancing AI reliability: A foundation model with uncertainty estimation for optical coherence tomography-based retinal disease diagnosis.
Peng Y, Lin A, Wang M, Lin T, Liu L, Wu J, Zou K, Shi T, Feng L, Liang Z, Li T, Liang D, Yu S, Sun D, Luo J, Gao L, Chen X; OCT reading group; Cheng CY, Fu H, Chen H. Peng Y, et al. Cell Rep Med. 2024 Dec 12:101876. doi: 10.1016/j.xcrm.2024.101876. Online ahead of print. Cell Rep Med. 2024. PMID: 39706192 Free article.
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