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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: zhang c, zhang w, zhang x. 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.
P16INK4a Upregulation Mediated by SIX6 Defines Retinal Ganglion Cell Pathogenesis in Glaucoma.
Skowronska-Krawczyk D, Zhao L, Zhu J, Weinreb RN, Cao G, Luo J, Flagg K, Patel S, Wen C, Krupa M, Luo H, Ouyang H, Lin D, Wang W, Li G, Xu Y, Li O, Chung C, Yeh E, Jafari M, Ai M, Zhong Z, Shi W, Zheng L, Krawczyk M, Chen D, Shi C, Zin C, Zhu J, Mellon PL, Gao W, Abagyan R, Zhang L, Sun X, Zhong S, Zhuo Y, Rosenfeld MG, Liu Y, Zhang K. Skowronska-Krawczyk D, et al. Among authors: zhang l, zhang k. Mol Cell. 2015 Sep 17;59(6):931-40. doi: 10.1016/j.molcel.2015.07.027. Epub 2015 Sep 10. Mol Cell. 2015. PMID: 26365380 Free PMC article.
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.
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: zhang r, zhang s, zhang q, zhang cl, zhang ed, zhang z, zhang k. Nat Med. 2019 Mar;25(3):433-438. doi: 10.1038/s41591-018-0335-9. Epub 2019 Feb 11. Nat Med. 2019. PMID: 30742121
Impaired lipid metabolism by age-dependent DNA methylation alterations accelerates aging.
Li X, Wang J, Wang L, Feng G, Li G, Yu M, Li Y, Liu C, Yuan X, Zang G, Li Z, Zhao L, Ouyang H, Quan Q, Wang G, Zhang C, Li O, Xiang J, Zhu JK, Li W, Zhou Q, Zhang K. Li X, et al. Among authors: zhang c, zhang k. Proc Natl Acad Sci U S A. 2020 Feb 25;117(8):4328-4336. doi: 10.1073/pnas.1919403117. Epub 2020 Feb 6. Proc Natl Acad Sci U S A. 2020. Retraction in: Proc Natl Acad Sci U S A. 2020 Apr 14;117(15):8660. doi: 10.1073/pnas.2005286117. PMID: 32029582 Free PMC article. Retracted.
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