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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. Among authors: lin a. Cell Rep Med. 2025 Jan 21;6(1):101876. doi: 10.1016/j.xcrm.2024.101876. Epub 2024 Dec 19. Cell Rep Med. 2025. PMID: 39706192 Free PMC article.
Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model.
Wang M, Lin T, Lin A, Yu K, Peng Y, Wang L, Chen C, Zou K, Liang H, Chen M, Yao X, Zhang M, Huang B, Zheng C, Zhang P, Chen W, Luo Y, Chen Y, Xia H, Shi T, Zhang Q, Guo J, Chen X, Wang J, Tham YC, Liu D, Wong W, Thakur S, Fenner BJ, Fang D, Liu S, Liu Q, Huang Y, Zeng H, Meng Y, Zhou Y, Jiang Z, Qiu M, Zhang C, Chen X, Wang SY, Lee CS, Sobrin L, Cheung CY, Pang CP, Keane PA, Cheng CY, Chen H, Fu H. Wang M, et al. Among authors: lin a. Nat Commun. 2025 Jul 1;16(1):5528. doi: 10.1038/s41467-025-60577-9. Nat Commun. 2025. PMID: 40592857 Free PMC article.
Uncertainty-inspired open set learning for retinal anomaly identification.
Wang M, Lin T, Wang L, Lin A, Zou K, Xu X, Zhou Y, Peng Y, Meng Q, Qian Y, Deng G, Wu Z, Chen J, Lin J, Zhang M, Zhu W, Zhang C, Zhang D, Goh RSM, Liu Y, Pang CP, Chen X, Chen H, Fu H. Wang M, et al. Among authors: lin a. Nat Commun. 2023 Oct 24;14(1):6757. doi: 10.1038/s41467-023-42444-7. Nat Commun. 2023. PMID: 37875484 Free PMC article.
17 results