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Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes.
Betzler, Bjorn Kaijun; Chee, Evelyn Yi Lyn; He, Feng; Lim, Cynthia Ciwei; Ho, Jinyi; Hamzah, Haslina; Tan, Ngiap Chuan; Liew, Gerald; McKay, Gareth J; Hogg, Ruth E; Young, Ian S; Cheng, Ching-Yu; Lim, Su Chi; Lee, Aaron Y; Wong, Tien Yin; Lee, Mong Li; Hsu, Wynne; Tan, Gavin Siew Wei; Sabanayagam, Charumathi.
Afiliación
  • Betzler BK; Yong Loo Lin School of Medicine, National University of Singapore, 117597, Singapore.
  • Chee EYL; School of Computing, National University of Singapore, 117417, Singapore.
  • He F; Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore.
  • Lim CC; Department of Renal Medicine, Singapore General Hospital, 168753, Singapore.
  • Ho J; Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore.
  • Hamzah H; Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore.
  • Tan NC; SingHealth Polyclinics, Singapore Health Services, 168582, Singapore.
  • Liew G; Westmead Institute for Medical Research, University of Sydney, NSW 2145, Australia.
  • McKay GJ; Centre for Public Health, Queen's University Belfast, Belfast BT12 6BA, United Kingdom.
  • Hogg RE; Centre for Public Health, Queen's University Belfast, Belfast BT12 6BA, United Kingdom.
  • Young IS; Centre for Public Health, Queen's University Belfast, Belfast BT12 6BA, United Kingdom.
  • Cheng CY; Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore.
  • Lim SC; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, 169857, Singapore.
  • Lee AY; Khoo Teck Puat Hospital, 768828, Singapore.
  • Wong TY; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308232, Singapore.
  • Lee ML; Saw Swee Hock School of Public Health, National University of Singapore, 117549, Singapore.
  • Hsu W; Department of Ophthalmology, University of Washington, Seattle, WA 98104, United States.
  • Tan GSW; Singapore Eye Research Institute, Singapore National Eye Centre, 168751, Singapore.
  • Sabanayagam C; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, 169857, Singapore.
J Am Med Inform Assoc ; 30(12): 1904-1914, 2023 11 17.
Article en En | MEDLINE | ID: mdl-37659103
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Diabetes Mellitus Tipo 2 / Nefropatías Diabéticas / Retinopatía Diabética / Aprendizaje Profundo Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans País/Región como asunto: Oceania Idioma: En Revista: J Am Med Inform Assoc Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Singapur
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Diabetes Mellitus Tipo 2 / Nefropatías Diabéticas / Retinopatía Diabética / Aprendizaje Profundo Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans País/Región como asunto: Oceania Idioma: En Revista: J Am Med Inform Assoc Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Singapur