Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs

Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs

Summary: Background: Coronary artery calcium (CAC) score is a clinically validated marker of cardiovascular disease risk. We developed and validated a novel cardiovascular risk stratification system based on deep-learning-predicted CAC from retinal photographs. Methods: We used 216 152 retinal phot...

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Main Authors: Tyler Hyungtaek Rim, MD, Chan Joo Lee, MD, Yih-Chung Tham, PhD, Ning Cheung, MD, Marco Yu, PhD, Geunyoung Lee, BS, Youngnam Kim, MS, Daniel S W Ting, MD, Crystal Chun Yuen Chong, BS, Yoon Seong Choi, MD, Tae Keun Yoo, MD, Ik Hee Ryu, MD, Su Jung Baik, MD, Young Ah Kim, MD, Sung Kyu Kim, MD, Sang-Hak Lee, ProfMD, Byoung Kwon Lee, ProfMD, Seok-Min Kang, ProfMD, Edmund Yick Mun Wong, FRCSEd, Hyeon Chang Kim, ProfMD, Sung Soo Kim, ProfMD, Sungha Park, ProfMD, Ching-Yu Cheng, ProfMD, Tien Yin Wong, ProfMD
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:The Lancet: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2589750021000431

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http://www.sciencedirect.com/science/article/pii/S2589750021000431

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