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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, Rachel Marjorie Wei Wen; Rim, Tyler Hyungtaek; Shantsila, Eduard; Yi, Joseph K; Park, Sungha; Kim, Sung Soo; Lee, Chan Joo; Thakur, Sahil; Nusinovici, Simon; Peng, Qingsheng; Kim, Hyeonmin; Lee, Geunyoung; Yu, Marco; Tham, Yih-Chung; Bakhai, Ameet; Leeson, Paul; Lip, Gregory Y H; Wong, Tien Yin; Cheng, Ching-Yu.
Affiliation
  • Tseng RMWW; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
  • Rim TH; Duke-NUS Medical School, Singapore, Singapore.
  • Shantsila E; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore. tyler.rim.academia@gmail.com.
  • Yi JK; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore. tyler.rim.academia@gmail.com.
  • Park S; Mediwhale Inc., Seoul, South Korea. tyler.rim.academia@gmail.com.
  • Kim SS; Department of Primary Care and Mental Health, University of Liverpool, Liverpool, UK.
  • Lee CJ; Albert Einstein College of Medicine, New York, NY, USA.
  • Thakur S; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Nusinovici S; Division of Retina, Severance Eye Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Peng Q; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Kim H; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
  • Lee G; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
  • Yu M; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.
  • Tham YC; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
  • Bakhai A; Clinical and Translational Sciences Program, Duke-NUS Medical School, Singapore, Singapore.
  • Leeson P; Mediwhale Inc., Seoul, South Korea.
  • Lip GYH; Mediwhale Inc., Seoul, South Korea.
  • Wong TY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
  • Cheng CY; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.
BMC Med ; 21(1): 28, 2023 01 24.
Article in En | MEDLINE | ID: mdl-36691041
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Full text: 1 Database: MEDLINE Main subject: Cardiovascular Diseases / Deep Learning / Hypertension Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Humans / Middle aged Country/Region as subject: Europa Language: En Year: 2023 Type: Article
Fulltext
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Full text: 1 Database: MEDLINE Main subject: Cardiovascular Diseases / Deep Learning / Hypertension Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Humans / Middle aged Country/Region as subject: Europa Language: En Year: 2023 Type: Article