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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: xu t, xu w, xu x, xu y, xu j. 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 pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
Wang G, Liu X, Shen J, Wang C, Li Z, Ye L, Wu X, Chen T, Wang K, Zhang X, Zhou Z, Yang J, Sang Y, Deng R, Liang W, Yu T, Gao M, Wang J, Yang Z, Cai H, Lu G, Zhang L, Yang L, Xu W, Wang W, Olvera A, Ziyar I, Zhang C, Li O, Liao W, Liu J, Chen W, Chen W, Shi J, Zheng L, Zhang L, Yan Z, Zou X, Lin G, Cao G, Lau LL, Mo L, Liang Y, Roberts M, Sala E, Schönlieb CB, Fok M, Lau JY, Xu T, He J, Zhang K, Li W, Lin T. Wang G, et al. Among authors: xu t, xu w. Nat Biomed Eng. 2021 Jun;5(6):509-521. doi: 10.1038/s41551-021-00704-1. Epub 2021 Apr 15. Nat Biomed Eng. 2021. PMID: 33859385 Free PMC article.
Author Correction: A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
Wang G, Liu X, Shen J, Wang C, Li Z, Ye L, Wu X, Chen T, Wang K, Zhang X, Zhou Z, Yang J, Sang Y, Deng R, Liang W, Yu T, Gao M, Wang J, Yang Z, Cai H, Lu G, Zhang L, Yang L, Xu W, Wang W, Olvera A, Ziyar I, Zhang C, Li O, Liao W, Liu J, Chen W, Chen W, Shi J, Zheng L, Zhang L, Yan Z, Zou X, Lin G, Cao G, Lau LL, Mo L, Liang Y, Roberts M, Sala E, Schönlieb CB, Fok M, Lau JY, Xu T, He J, Zhang K, Li W, Lin T. Wang G, et al. Among authors: xu t, xu w. Nat Biomed Eng. 2021 Aug;5(8):943. doi: 10.1038/s41551-021-00787-w. Nat Biomed Eng. 2021. PMID: 34326489 Free PMC article. No abstract available.
Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence.
Liang H, Tsui BY, Ni H, Valentim CCS, Baxter SL, Liu G, Cai W, Kermany DS, Sun X, Chen J, He L, Zhu J, Tian P, Shao H, Zheng L, Hou R, Hewett S, Li G, Liang P, Zang X, Zhang Z, Pan L, Cai H, Ling R, Li S, Cui Y, Tang S, Ye H, Huang X, He W, Liang W, Zhang Q, Jiang J, Yu W, Gao J, Ou W, Deng Y, Hou Q, Wang B, Yao C, Liang Y, Zhang S, Duan Y, Zhang R, Gibson S, Zhang CL, Li O, Zhang ED, Karin G, Nguyen N, Wu X, Wen C, Xu J, Xu W, Wang B, Wang W, Li J, Pizzato B, Bao C, Xiang D, He W, He S, Zhou Y, Haw W, Goldbaum M, Tremoulet A, Hsu CN, Carter H, Zhu L, Zhang K, Xia H. Liang H, et al. Among authors: xu w, xu j. Nat Med. 2019 Mar;25(3):433-438. doi: 10.1038/s41591-018-0335-9. Epub 2019 Feb 11. Nat Med. 2019. PMID: 30742121
Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography.
Zhang K, Liu X, Shen J, Li Z, Sang Y, Wu X, Zha Y, Liang W, Wang C, Wang K, Ye L, Gao M, Zhou Z, Li L, Wang J, Yang Z, Cai H, Xu J, Yang L, Cai W, Xu W, Wu S, Zhang W, Jiang S, Zheng L, Zhang X, Wang L, Lu L, Li J, Yin H, Wang W, Li O, Zhang C, Liang L, Wu T, Deng R, Wei K, Zhou Y, Chen T, Lau JY, Fok M, He J, Lin T, Li W, Wang G. Zhang K, et al. Among authors: xu w, xu j. Cell. 2020 Jun 11;181(6):1423-1433.e11. doi: 10.1016/j.cell.2020.04.045. Epub 2020 May 4. Cell. 2020. PMID: 32416069 Free PMC article.
Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography.
Zhang K, Liu X, Shen J, Li Z, Sang Y, Wu X, Zha Y, Liang W, Wang C, Wang K, Ye L, Gao M, Zhou Z, Li L, Wang J, Yang Z, Cai H, Xu J, Yang L, Cai W, Xu W, Wu S, Zhang W, Jiang S, Zheng L, Zhang X, Wang L, Lu L, Li J, Yin H, Wang W, Li O, Zhang C, Liang L, Wu T, Deng R, Wei K, Zhou Y, Chen T, Yiu-Nam Lau J, Fok M, He J, Lin T, Li W, Wang G. Zhang K, et al. Among authors: xu w, xu j. Cell. 2020 Sep 3;182(5):1360. doi: 10.1016/j.cell.2020.08.029. Cell. 2020. PMID: 32888496 Free PMC article. No abstract available.
[Clinical outcome of allogeneic hematopoietic stem cell transplantation with FLAG sequential busulfan/cyclophosphamide conditioning regimen for refractory/relapsed acute myeloid leukemia].
Liu W, Li Y, Qiu ZX, Yin Y, Sun YH, Xu WL, Wang Q, Liang ZY, Dong YJ, Wang LH, Cen QN, Wang MJ, Wang WS, Ou JP, Ren HY. Liu W, et al. Among authors: xu wl. Zhonghua Nei Ke Za Zhi. 2018 Aug 1;57(8):576-581. doi: 10.3760/cma.j.issn.0578-1426.2018.08.008. Zhonghua Nei Ke Za Zhi. 2018. PMID: 30060329 Chinese.
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