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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: kermany d. 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
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. 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: kermany ds. Nat Med. 2019 Mar;25(3):433-438. doi: 10.1038/s41591-018-0335-9. Epub 2019 Feb 11. Nat Med. 2019. PMID: 30742121
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: kermany ds. 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.
Diabetic macular edema: it is more than just VEGF.
Singer MA, Kermany DS, Waters J, Jansen ME, Tyler L. Singer MA, et al. Among authors: kermany ds. F1000Res. 2016 May 27;5:F1000 Faculty Rev-1019. doi: 10.12688/f1000research.8265.1. eCollection 2016. F1000Res. 2016. PMID: 27303642 Free PMC article. Review.
The effects of temporary intraocular pressure spikes after intravitreal dexamethasone implantation on the retinal nerve fiber layer.
Wannamaker KW, Kenny S, Das R, Mendlovitz A, Comstock JM, Chu ER, Bahadorani S, Gresores NJ, Beck KD, Krambeer CJ, Kermany DS, Diaz-Rohena R, Nolan DP, Sohn JH, Singer MA. Wannamaker KW, et al. Among authors: kermany ds. Clin Ophthalmol. 2019 Jun 27;13:1079-1086. doi: 10.2147/OPTH.S201395. eCollection 2019. Clin Ophthalmol. 2019. PMID: 31417237 Free PMC article.
Appointment Compliance in Patients With Diabetic Macular Edema and Exudative Macular Degeneration.
Jansen ME, Krambeer CJ, Kermany DS, Waters JN, Tie W, Bahadorani S, Singer J, Comstock JM, Wannamaker KW, Singer MA; Compliance Study Group. Jansen ME, et al. Among authors: kermany ds. Ophthalmic Surg Lasers Imaging Retina. 2018 Mar 1;49(3):186-190. doi: 10.3928/23258160-20180221-06. Ophthalmic Surg Lasers Imaging Retina. 2018. PMID: 29554386 Free article.