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Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study.
Bellemo, Valentina; Lim, Zhan W; Lim, Gilbert; Nguyen, Quang D; Xie, Yuchen; Yip, Michelle Y T; Hamzah, Haslina; Ho, Jinyi; Lee, Xin Q; Hsu, Wynne; Lee, Mong L; Musonda, Lillian; Chandran, Manju; Chipalo-Mutati, Grace; Muma, Mulenga; Tan, Gavin S W; Sivaprasad, Sobha; Menon, Geeta; Wong, Tien Y; Ting, Daniel S W.
Afiliação
  • Bellemo V; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Lim ZW; School of Computing, National University of Singapore, Singapore.
  • Lim G; School of Computing, National University of Singapore, Singapore.
  • Nguyen QD; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Xie Y; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Yip MYT; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Hamzah H; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Ho J; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Lee XQ; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.
  • Hsu W; School of Computing, National University of Singapore, Singapore.
  • Lee ML; School of Computing, National University of Singapore, Singapore.
  • Musonda L; Eye Department, Kitwe Central Eye Hospital, Kitwe, Zambia.
  • Chandran M; Department of Ophthalmology, Frimley Park Hospital NHS Foundation Trust, Camberley, UK.
  • Chipalo-Mutati G; Ophthalmology Department, Lusaka University Teaching Hospital, Lusaka, Zambia.
  • Muma M; Ministry of Health, Lusaka, Zambia.
  • Tan GSW; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Sivaprasad S; NIHR Moorfields Biomedical Research Centre, London, UK.
  • Menon G; Department of Ophthalmology, Frimley Park Hospital NHS Foundation Trust, Camberley, UK.
  • Wong TY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore.
  • Ting DSW; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore. Electronic address: daniel.ting.s.w@singhealth.com.sg.
Lancet Digit Health ; 1(1): e35-e44, 2019 05.
Article em En | MEDLINE | ID: mdl-33323239
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Programas de Rastreamento / Retinopatia Diabética / Aprendizado Profundo Idioma: En Ano de publicação: 2019 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Programas de Rastreamento / Retinopatia Diabética / Aprendizado Profundo Idioma: En Ano de publicação: 2019 Tipo de documento: Article