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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.
Bioengineered human tissue regeneration and repair using endogenous stem cells.
Wei J, Baptista-Hon DT, Wang Z, Li G, Herrler T, Dai C, Liu K, Yu B, Chen X, Yang M, Han D, Gao Y, Huang RL, Guo L, Zhang K, Li Q. Wei J, et al. Among authors: gao y. Cell Rep Med. 2023 Aug 15;4(8):101156. doi: 10.1016/j.xcrm.2023.101156. Cell Rep Med. 2023. PMID: 37586324 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.
41,898 results
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