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Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images.
Zhang K, Liu X, Xu J, Yuan J, Cai W, Chen T, Wang K, Gao Y, Nie S, Xu X, Qin X, Su Y, Xu W, Olvera A, Xue K, Li Z, Zhang M, Zeng X, Zhang CL, Li O, Zhang EE, Zhu J, Xu Y, Kermany D, Zhou K, Pan Y, Li S, Lai IF, Chi Y, Wang C, Pei M, Zang G, Zhang Q, Lau J, Lam D, Zou X, Wumaier A, Wang J, Shen Y, Hou FF, Zhang P, Xu T, Zhou Y, Wang G. Zhang K, et al. Among authors: gao y. Nat Biomed Eng. 2021 Jun;5(6):533-545. doi: 10.1038/s41551-021-00745-6. Epub 2021 Jun 15. Nat Biomed Eng. 2021. PMID: 34131321
A deep-learning system predicts glaucoma incidence and progression using retinal photographs.
Li F, Su Y, Lin F, Li Z, Song Y, Nie S, Xu J, Chen L, Chen S, Li H, Xue K, Che H, Chen Z, Yang B, Zhang H, Ge M, Zhong W, Yang C, Chen L, Wang F, Jia Y, Li W, Wu Y, Li Y, Gao Y, Zhou Y, Zhang K, Zhang X. Li F, et al. Among authors: gao y. J Clin Invest. 2022 Jun 1;132(11):e157968. doi: 10.1172/JCI157968. J Clin Invest. 2022. PMID: 35642636 Free PMC article.
Accurate estimation of biological age and its application in disease prediction using a multimodal image Transformer system.
Wang J, Gao Y, Wang F, Zeng S, Li J, Miao H, Wang T, Zeng J, Baptista-Hon D, Monteiro O, Guan T, Cheng L, Lu Y, Luo Z, Li M, Zhu JK, Nie S, Zhang K, Zhou Y. Wang J, et al. Among authors: gao y. Proc Natl Acad Sci U S A. 2024 Jan 16;121(3):e2308812120. doi: 10.1073/pnas.2308812120. Epub 2024 Jan 8. Proc Natl Acad Sci U S A. 2024. PMID: 38190540 Free PMC article.
Accurate prediction of myopic progression and high myopia by machine learning.
Li J, Zeng S, Li Z, Xu J, Sun Z, Zhao J, Li M, Zou Z, Guan T, Zeng J, Liu Z, Xiao W, Wei R, Miao H, Ziyar I, Huang J, Gao Y, Zeng Y, Zhou XT, Zhang K. Li J, et al. Among authors: gao y. Precis Clin Med. 2024 Mar 4;7(1):pbae005. doi: 10.1093/pcmedi/pbae005. eCollection 2024 Mar. Precis Clin Med. 2024. PMID: 38558949 Free PMC article.
Potential rapid intraoperative cancer diagnosis using dynamic full-field optical coherence tomography and deep learning: A prospective cohort study in breast cancer patients.
Zhang S, Yang B, Yang H, Zhao J, Zhang Y, Gao Y, Monteiro O, Zhang K, Liu B, Wang S. Zhang S, et al. Among authors: gao y. Sci Bull (Beijing). 2024 Mar 29:S2095-9273(24)00217-2. doi: 10.1016/j.scib.2024.03.061. Online ahead of print. Sci Bull (Beijing). 2024. PMID: 38702279 Free article.
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