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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
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.
Clinical applications of retinal gene therapies.
Fu X, Huu VAN, Duan Y, Kermany DS, Valentim CCS, Zhang R, Zhu J, Zhang CL, Sun X, Zhang K. Fu X, et al. Among authors: zhang r, zhang cl, zhang k. Precis Clin Med. 2018 Jun;1(1):5-20. doi: 10.1093/pcmedi/pby004. Epub 2018 Jun 1. Precis Clin Med. 2018. PMID: 35694125 Free PMC article. Review.
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. Nat Mater. 2017 Nov;16(11):1155-1161. doi: 10.1038/nmat4997. Epub 2017 Oct 9. Nat Mater. 2017. PMID: 29035356 Clinical Trial.
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. 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.
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
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. 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.
Mutation spectrum in GNAQ and GNA11 in Chinese uveal melanoma.
Zhang ED, Zhang M, Li G, Zhang CL, Li Z, Zang G, Su Z, Zhang M, Xiang D, Zhao L, Zhu J. Zhang ED, et al. Among authors: zhang m, zhang cl. Precis Clin Med. 2019 Dec;2(4):213-220. doi: 10.1093/pcmedi/pbz021. Epub 2019 Nov 13. Precis Clin Med. 2019. PMID: 35693877 Free PMC article.
EyeHealer: A large-scale anterior eye segment dataset with eye structure and lesion annotations.
Cai W, Xu J, Wang K, Liu X, Xu W, Cai H, Gao Y, Su Y, Zhang M, Zhu J, Zhang CL, Zhang EE, Wang F, Yin Y, Lai IF, Wang G, Zhang K, Zheng Y. Cai W, et al. Among authors: zhang m, zhang cl, zhang k, zhang ee. Precis Clin Med. 2021 Apr 27;4(2):85-92. doi: 10.1093/pcmedi/pbab009. eCollection 2021 Jun. Precis Clin Med. 2021. PMID: 35694155 Free PMC article.
1,394 results