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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: zhang m, zhang p, zhang cl, zhang q, zhang ee. 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
WNT7A and PAX6 define corneal epithelium homeostasis and pathogenesis.
Ouyang H, Xue Y, Lin Y, Zhang X, Xi L, Patel S, Cai H, Luo J, Zhang M, Zhang M, Yang Y, Li G, Li H, Jiang W, Yeh E, Lin J, Pei M, Zhu J, Cao G, Zhang L, Yu B, Chen S, Fu XD, Liu Y, Zhang K. Ouyang H, et al. Among authors: zhang l, zhang m, zhang k, zhang x. Nature. 2014 Jul 17;511(7509):358-61. doi: 10.1038/nature13465. Epub 2014 Jul 2. Nature. 2014. PMID: 25030175 Free PMC article.
Public impact, prevention, and treatment of cataracts.
Wu F, Wang S, Zhu J, Rutgard J, Yan YB, Zhang K, Zhao L. Wu F, et al. Among authors: zhang k. Sci China Life Sci. 2015 Nov;58(11):1157-9. doi: 10.1007/s11427-015-4939-8. Epub 2015 Oct 1. Sci China Life Sci. 2015. PMID: 26423568 No abstract available.
Gene and mutation independent therapy via CRISPR-Cas9 mediated cellular reprogramming in rod photoreceptors.
Zhu J, Ming C, Fu X, Duan Y, Hoang DA, Rutgard J, Zhang R, Wang W, Hou R, Zhang D, Zhang E, Zhang C, Hao X, Xiong W, Zhang K. Zhu J, et al. Among authors: zhang r, zhang c, zhang d, zhang e, zhang k. Cell Res. 2017 Jun;27(6):830-833. doi: 10.1038/cr.2017.57. Epub 2017 Apr 21. Cell Res. 2017. PMID: 28429769 Free PMC article. No abstract available.
DNA methylation markers for diagnosis and prognosis of common cancers.
Hao X, Luo H, Krawczyk M, Wei W, Wang W, Wang J, Flagg K, Hou J, Zhang H, Yi S, Jafari M, Lin D, Chung C, Caughey BA, Li G, Dhar D, Shi W, Zheng L, Hou R, Zhu J, Zhao L, Fu X, Zhang E, Zhang C, Zhu JK, Karin M, Xu RH, Zhang K. Hao X, et al. Among authors: zhang c, zhang e, zhang k, zhang h. Proc Natl Acad Sci U S A. 2017 Jul 11;114(28):7414-7419. doi: 10.1073/pnas.1703577114. Epub 2017 Jun 26. Proc Natl Acad Sci U S A. 2017. PMID: 28652331 Free PMC article.
Circulating tumour DNA methylation markers for diagnosis and prognosis of hepatocellular carcinoma.
Xu RH, Wei W, Krawczyk M, Wang W, Luo H, Flagg K, Yi S, Shi W, Quan Q, Li K, Zheng L, Zhang H, Caughey BA, Zhao Q, Hou J, Zhang R, Xu Y, Cai H, Li G, Hou R, Zhong Z, Lin D, Fu X, Zhu J, Duan Y, Yu M, Ying B, Zhang W, Wang J, Zhang E, Zhang C, Li O, Guo R, Carter H, Zhu JK, Hao X, Zhang K. Xu RH, et al. Among authors: zhang r, zhang c, zhang w, zhang e, zhang k, zhang h. Nat Mater. 2017 Nov;16(11):1155-1161. doi: 10.1038/nmat4997. Epub 2017 Oct 9. Nat Mater. 2017. PMID: 29035356 Clinical Trial.
Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning.
Kermany DS, Goldbaum M, Cai W, Valentim CCS, Liang H, Baxter SL, McKeown A, Yang G, Wu X, Yan F, Dong J, Prasadha MK, Pei J, Ting MYL, Zhu J, Li C, Hewett S, Dong J, Ziyar I, Shi A, Zhang R, Zheng L, Hou R, Shi W, Fu X, Duan Y, Huu VAN, Wen C, Zhang ED, Zhang CL, Li O, Wang X, Singer MA, Sun X, Xu J, Tafreshi A, Lewis MA, Xia H, Zhang K. Kermany DS, et al. Among authors: zhang r, zhang cl, zhang ed, zhang k. Cell. 2018 Feb 22;172(5):1122-1131.e9. doi: 10.1016/j.cell.2018.02.010. Cell. 2018. PMID: 29474911 Free article.
Liu et al. reply.
Liu Y, Granet D, Lin H, Baxter S, Ouyang H, Zhu J, Huang S, Liu Z, Wu X, Yan F, Liu X, Luo L, Heichel C, Zhang M, Cai W, Maas RL, Zhang K. Liu Y, et al. Among authors: zhang m, zhang k. Nature. 2018 Apr 4;556(7699):E3-E4. doi: 10.1038/nature26150. Nature. 2018. PMID: 29620731 No abstract available.
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