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A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre.
Cheung CY, Xu D, Cheng CY, Sabanayagam C, Tham YC, Yu M, Rim TH, Chai CY, Gopinath B, Mitchell P, Poulton R, Moffitt TE, Caspi A, Yam JC, Tham CC, Jonas JB, Wang YX, Song SJ, Burrell LM, Farouque O, Li LJ, Tan G, Ting DSW, Hsu W, Lee ML, Wong TY. Cheung CY, et al. Among authors: lee ml. Nat Biomed Eng. 2021 Jun;5(6):498-508. doi: 10.1038/s41551-020-00626-4. Epub 2020 Oct 12. Nat Biomed Eng. 2021. PMID: 33046867
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes.
Ting DSW, Cheung CY, Lim G, Tan GSW, Quang ND, Gan A, Hamzah H, Garcia-Franco R, San Yeo IY, Lee SY, Wong EYM, Sabanayagam C, Baskaran M, Ibrahim F, Tan NC, Finkelstein EA, Lamoureux EL, Wong IY, Bressler NM, Sivaprasad S, Varma R, Jonas JB, He MG, Cheng CY, Cheung GCM, Aung T, Hsu W, Lee ML, Wong TY. Ting DSW, et al. Among authors: lee sy, lee ml. JAMA. 2017 Dec 12;318(22):2211-2223. doi: 10.1001/jama.2017.18152. JAMA. 2017. PMID: 29234807 Free PMC article.
Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study.
Ting DSW, Cheung CY, Nguyen Q, Sabanayagam C, Lim G, Lim ZW, Tan GSW, Soh YQ, Schmetterer L, Wang YX, Jonas JB, Varma R, Lee ML, Hsu W, Lamoureux E, Cheng CY, Wong TY. Ting DSW, et al. Among authors: lee ml. NPJ Digit Med. 2019 Apr 10;2:24. doi: 10.1038/s41746-019-0097-x. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304371 Free PMC article.
A deep learning algorithm to detect chronic kidney disease from retinal photographs in community-based populations.
Sabanayagam C, Xu D, Ting DSW, Nusinovici S, Banu R, Hamzah H, Lim C, Tham YC, Cheung CY, Tai ES, Wang YX, Jonas JB, Cheng CY, Lee ML, Hsu W, Wong TY. Sabanayagam C, et al. Among authors: lee ml. Lancet Digit Health. 2020 Jun;2(6):e295-e302. doi: 10.1016/S2589-7500(20)30063-7. Epub 2020 May 12. Lancet Digit Health. 2020. PMID: 33328123 Free article.
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes.
Betzler BK, Chee EYL, He F, Lim CC, Ho J, Hamzah H, Tan NC, Liew G, McKay GJ, Hogg RE, Young IS, Cheng CY, Lim SC, Lee AY, Wong TY, Lee ML, Hsu W, Tan GSW, Sabanayagam C. Betzler BK, et al. Among authors: lee ay, lee ml. J Am Med Inform Assoc. 2023 Nov 17;30(12):1904-1914. doi: 10.1093/jamia/ocad179. J Am Med Inform Assoc. 2023. PMID: 37659103 Free PMC article.
982 results