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Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes.
Ting, Daniel Shu Wei; Cheung, Carol Yim-Lui; Lim, Gilbert; Tan, Gavin Siew Wei; Quang, Nguyen D; Gan, Alfred; Hamzah, Haslina; Garcia-Franco, Renata; San Yeo, Ian Yew; Lee, Shu Yen; Wong, Edmund Yick Mun; Sabanayagam, Charumathi; Baskaran, Mani; Ibrahim, Farah; Tan, Ngiap Chuan; Finkelstein, Eric A; Lamoureux, Ecosse L; Wong, Ian Y; Bressler, Neil M; Sivaprasad, Sobha; Varma, Rohit; Jonas, Jost B; He, Ming Guang; Cheng, Ching-Yu; Cheung, Gemmy Chui Ming; Aung, Tin; Hsu, Wynne; Lee, Mong Li; Wong, Tien Yin.
Afiliação
  • Ting DSW; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Cheung CY; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Lim G; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Tan GSW; Department of Ophthalmology and Visual Sciences, Chinese University of Hong Kong, Hong Kong SAR, China.
  • Quang ND; School of Computing, National University of Singapore.
  • Gan A; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Hamzah H; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Garcia-Franco R; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • San Yeo IY; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Lee SY; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Wong EYM; Instituto Mexicano De Oftalmologia, IAP, Queretaro, Mexico.
  • Sabanayagam C; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Baskaran M; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Ibrahim F; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Tan NC; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Finkelstein EA; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Lamoureux EL; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Wong IY; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Bressler NM; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Sivaprasad S; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Varma R; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Jonas JB; Duke-NUS Medical School, National University of Singapore, Singapore.
  • He MG; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Cheng CY; SingHealth Polyclinic, Singapore Health Service, Singapore.
  • Cheung GCM; Lien Center for Palliative Care, Health Services and Systems Research Program, Duke-NUS Graduate Medical School, Singapore.
  • Aung T; Singapore Eye Research Institute, Singapore National Eye Center, Singapore.
  • Hsu W; Duke-NUS Medical School, National University of Singapore, Singapore.
  • Lee ML; Department of Ophthalmology, The University of Hong Kong, Hong Kong SAR, China.
  • Wong TY; Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland.
JAMA ; 318(22): 2211-2223, 2017 12 12.
Article em En | MEDLINE | ID: mdl-29234807
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Retina / Retinopatia Diabética / Oftalmopatias / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2017 Tipo de documento: Article
Texto completo
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PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Retina / Retinopatia Diabética / Oftalmopatias / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2017 Tipo de documento: Article