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Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank.
Tseng RMWW, Rim TH, Shantsila E, Yi JK, Park S, Kim SS, Lee CJ, Thakur S, Nusinovici S, Peng Q, Kim H, Lee G, Yu M, Tham YC, Bakhai A, Leeson P, Lip GYH, Wong TY, Cheng CY. Tseng RMWW, et al. Among authors: lee cj, lee g. BMC Med. 2023 Jan 24;21(1):28. doi: 10.1186/s12916-022-02684-8. BMC Med. 2023. PMID: 36691041 Free PMC article.
Cardiovascular disease risk assessment using a deep-learning-based retinal biomarker: a comparison with existing risk scores.
Yi JK, Rim TH, Park S, Kim SS, Kim HC, Lee CJ, Kim H, Lee G, Lim JSG, Tan YY, Yu M, Tham YC, Bakhai A, Shantsila E, Leeson P, Lip GYH, Chin CWL, Cheng CY. Yi JK, et al. Among authors: lee cj, lee g. Eur Heart J Digit Health. 2023 Mar 28;4(3):236-244. doi: 10.1093/ehjdh/ztad023. eCollection 2023 May. Eur Heart J Digit Health. 2023. PMID: 37265875 Free PMC article.
Deep Learning for Automated Sorting of Retinal Photographs.
Rim TH, Soh ZD, Tham YC, Yang HHS, Lee G, Kim Y, Nusinovici S, Ting DSW, Wong TY, Cheng CY. Rim TH, et al. Among authors: lee g. Ophthalmol Retina. 2020 Aug;4(8):793-800. doi: 10.1016/j.oret.2020.03.007. Epub 2020 Mar 17. Ophthalmol Retina. 2020. PMID: 32362553
Prediction of systemic biomarkers from retinal photographs: development and validation of deep-learning algorithms.
Rim TH, Lee G, Kim Y, Tham YC, Lee CJ, Baik SJ, Kim YA, Yu M, Deshmukh M, Lee BK, Park S, Kim HC, Sabayanagam C, Ting DSW, Wang YX, Jonas JB, Kim SS, Wong TY, Cheng CY. Rim TH, et al. Among authors: lee g, lee cj, lee bk. Lancet Digit Health. 2020 Oct;2(10):e526-e536. doi: 10.1016/S2589-7500(20)30216-8. Lancet Digit Health. 2020. PMID: 33328047 Free article.
Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.
Rim TH, Lee CJ, Tham YC, Cheung N, Yu M, Lee G, Kim Y, Ting DSW, Chong CCY, Choi YS, Yoo TK, Ryu IH, Baik SJ, Kim YA, Kim SK, Lee SH, Lee BK, Kang SM, Wong EYM, Kim HC, Kim SS, Park S, Cheng CY, Wong TY. Rim TH, et al. Among authors: lee sh, lee cj, lee g, lee bk. Lancet Digit Health. 2021 May;3(5):e306-e316. doi: 10.1016/S2589-7500(21)00043-1. Lancet Digit Health. 2021. PMID: 33890578 Free article.
Detection of features associated with neovascular age-related macular degeneration in ethnically distinct data sets by an optical coherence tomography: trained deep learning algorithm.
Rim TH, Lee AY, Ting DS, Teo K, Betzler BK, Teo ZL, Yoo TK, Lee G, Kim Y, Lin AC, Kim SE, Tham YC, Kim SS, Cheng CY, Wong TY, Cheung CMG. Rim TH, et al. Among authors: lee g, lee ay. Br J Ophthalmol. 2021 Aug;105(8):1133-1139. doi: 10.1136/bjophthalmol-2020-316984. Epub 2020 Sep 9. Br J Ophthalmol. 2021. PMID: 32907811 Free PMC article.
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