Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank

Autor: Rachel Marjorie Wei Wen Tseng, Tyler Hyungtaek Rim, Eduard Shantsila, Joseph K. Yi, Sungha Park, Sung Soo Kim, Chan Joo Lee, Sahil Thakur, Simon Nusinovici, Qingsheng Peng, Hyeonmin Kim, Geunyoung Lee, Marco Yu, Yih-Chung Tham, Ameet Bakhai, Paul Leeson, Gregory Y.H. Lip, Tien Yin Wong, Ching-Yu Cheng

Publikováno v: BMC Medicine, Vol 21, Iss 1, Pp 1-10 (2023)

Abstract Background Currently in the United Kingdom, cardiovascular disease (CVD) risk assessment is based on the QRISK3 score, in which 10% 10-year CVD risk indicates clinical intervention. However, this benchmark has limited efficacy in clinical pr

Externí odkaz: https://doaj.org/article/4bf93101bb6d41aa9b0d390b25f097f0

Cardiovascular disease risk assessment using a deep-learning-based retinal biomarker: a comparison with existing risk scores

Autor: Joseph Keunhong Yi, Tyler Hyungtaek Rim, Sungha Park, Sung Soo Kim, Hyeon Chang Kim, Chan Joo Lee, Hyeonmin Kim, Geunyoung Lee, James Soo Ghim Lim, Yong Yu Tan, Marco Yu, Yih-Chung Tham, Ameet Bakhai, Eduard Shantsila, Paul Leeson, Gregory Y H Lip, Calvin W L Chin, Ching-Yu Cheng

Publikováno v: Yi, J K, Rim, T H, Park, S, Kim, S S, Kim, H C, Lee, C J, Kim, H, Lee, G, Lim, J S G, Tan, Y Y, Yu, M, Tham, Y-C, Bakhai, A, Shantsila, E, Leeson, P, Lip, G Y H, Chin, C W L & Cheng, C-Y 2023, ' Cardiovascular disease risk assessment using a deep-learning-based retinal biomarker : a comparison with existing risk scores ', European Heart Journal-Digital Health, vol. 4, no. 3, pp. 236-244 . https://doi.org/10.1093/ehjdh/ztad023

Aims This study aims to evaluate the ability of a deep-learning-based cardiovascular disease (CVD) retinal biomarker, Reti-CVD, to identify individuals with intermediate- and high-risk for CVD. Methods and results We defined the intermediate- and hig

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::84b4ccc086c73bd679c410347efada37
https://doi.org/10.1093/ehjdh/ztad023

Epidemiological study of hypertensive retinopathy in the primary care setting: Retrospective cross-sectional review of retinal photographs

Autor: Lap-kin Chiang, Michael K.C. Yau, Cheuk-wai Kam, Lorna V. Ng, Benny C.Y. Zee

Publikováno v: Family Medicine and Community Health, Vol 4, Iss 4, Pp 13-21 (2016)

Objective: The objective is to estimate the prevalence and grading of hypertensive retinopathy in the primary care setting; examine the patient characteristics associated with hypertensive retinopathy; and examine the association of hypertensive reti

Externí odkaz: https://doaj.org/article/f4e9df1d3ade47a788f75a69eb780988

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Epidemiological study of hypertensive retinopathy in the primary care setting: Retrospective cross-sectional review of retinal photographs

Autor: Michael K.C. Yau, Cheuk-Wai Kam, Lorna V. Ng, Lap-Kin Chiang, Benny Zee

Publikováno v: Family Medicine and Community Health, Vol 4, Iss 4, Pp 13-21 (2016)

Objective: The objective is to estimate the prevalence and grading of hypertensive retinopathy in the primary care setting; examine the patient characteristics associated with hypertensive retinopathy; and examine the association of hypertensive reti

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::947ee85d046b4a1eb48cfd053cceb83d
http://www.ingentaconnect.com/content/cscript/fmch/2016/00000004/00000004/art00003