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Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.
Rim, Tyler Hyungtaek; Lee, Chan Joo; Tham, Yih-Chung; Cheung, Ning; Yu, Marco; Lee, Geunyoung; Kim, Youngnam; Ting, Daniel S W; Chong, Crystal Chun Yuen; Choi, Yoon Seong; Yoo, Tae Keun; Ryu, Ik Hee; Baik, Su Jung; Kim, Young Ah; Kim, Sung Kyu; Lee, Sang-Hak; Lee, Byoung Kwon; Kang, Seok-Min; Wong, Edmund Yick Mun; Kim, Hyeon Chang; Kim, Sung Soo; Park, Sungha; Cheng, Ching-Yu; Wong, Tien Yin.
Affiliation
  • Rim TH; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Department of Ophthalmology, Institute of Vision Research, Severance Hospital, Yonsei University College of Medicine, Seoul, So
  • Lee CJ; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Tham YC; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Cheung N; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Yu M; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Lee G; Medi Whale, Seoul, South Korea.
  • Kim Y; Medi Whale, Seoul, South Korea.
  • Ting DSW; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Chong CCY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Choi YS; Radiological Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore; Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Yoo TK; Department of Ophthalmology, Institute of Vision Research, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Ryu IH; B&VIIt Eye Center, Seoul, South Korea.
  • Baik SJ; Healthcare Research Team, Health Promotion Center, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Kim YA; Division of Healthcare Big Data, Yonsei University College of Medicine, Seoul, South Korea.
  • Kim SK; Philip Medical Center, Bundang, Seongnam, South Korea.
  • Lee SH; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea; Integrated Research Center for Cerebrovascular and Cardiovascular Diseases, Yonsei University College of Medicine, Seoul, South Korea.
  • Lee BK; Division of Cardiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Kang SM; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea.
  • Wong EYM; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Kim HC; Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, South Korea; Integrated Research Center for Cerebrovascular and Cardiovascular Diseases, Yonsei University College of Medicine, Seoul, South Korea.
  • Kim SS; Department of Ophthalmology, Institute of Vision Research, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea. Electronic address: semekim@yuhs.ac.
  • Park S; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, South Korea; Integrated Research Center for Cerebrovascular and Cardiovascular Diseases, Yonsei University College of Medicine, Seoul, South Korea. Electronic address: shpark0530@yuhs.ac.
  • Cheng CY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore. Electronic address: chingyu.cheng@duke-nus.edu.sg.
  • Wong TY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore.
Lancet Digit Health ; 3(5): e306-e316, 2021 05.
Article de En | MEDLINE | ID: mdl-33890578
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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Rétine / Algorithmes / Maladie des artères coronaires / Maladies cardiovasculaires / Appréciation des risques / Calcification vasculaire / Apprentissage profond Type d'étude: Etiology_studies / Prognostic_studies / Risk_factors_studies Limites: Adult / Aged / Female / Humans / Male / Middle aged Pays/Région comme sujet: Asia / Europa Langue: En Journal: Lancet Digit Health Année: 2021 Type de document: Article Pays d'affiliation: Somalie
Texte intégral
Ajouter à My VHL
Imprimer
XML
PubMed Links
Recherche sur Google

Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Rétine / Algorithmes / Maladie des artères coronaires / Maladies cardiovasculaires / Appréciation des risques / Calcification vasculaire / Apprentissage profond Type d'étude: Etiology_studies / Prognostic_studies / Risk_factors_studies Limites: Adult / Aged / Female / Humans / Male / Middle aged Pays/Région comme sujet: Asia / Europa Langue: En Journal: Lancet Digit Health Année: 2021 Type de document: Article Pays d'affiliation: Somalie