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Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs: A Multicenter Validation Study.
Liu, Xinle; Ali, Tayyeba K; Singh, Preeti; Shah, Ami; McKinney, Scott Mayer; Ruamviboonsuk, Paisan; Turner, Angus W; Keane, Pearse A; Chotcomwongse, Peranut; Nganthavee, Variya; Chia, Mark; Huemer, Josef; Cuadros, Jorge; Raman, Rajiv; Corrado, Greg S; Peng, Lily; Webster, Dale R; Hammel, Naama; Varadarajan, Avinash V; Liu, Yun; Chopra, Reena; Bavishi, Pinal.
Afiliación
  • Liu X; Google Health, Google LLC, Mountain View, California.
  • Ali TK; Google Health via Advanced Clinical, Deerfield, Illinois; California Pacific Medical Center, Department of Ophthalmology, San Francisco, CA.
  • Singh P; Google Health, Google LLC, Mountain View, California.
  • Shah A; Google Health via Advanced Clinical, Deerfield, Illinois.
  • McKinney SM; Google Health, Google LLC, Mountain View, California.
  • Ruamviboonsuk P; Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, Bangkok, Thailand.
  • Turner AW; Lions Outback Vision, Lions Eye Institute, Nedlands, Western Australia, Australia; University of Western Australia, Perth, Western Australia, Australia.
  • Keane PA; NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom.
  • Chotcomwongse P; Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, Bangkok, Thailand.
  • Nganthavee V; Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, Bangkok, Thailand.
  • Chia M; Lions Outback Vision, Lions Eye Institute, Nedlands, Western Australia, Australia; NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom.
  • Huemer J; NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom.
  • Cuadros J; EyePACS Inc., Santa Cruz, California.
  • Raman R; Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, India.
  • Corrado GS; Google Health, Google LLC, Mountain View, California.
  • Peng L; Google Health, Google LLC, Mountain View, California.
  • Webster DR; Google Health, Google LLC, Mountain View, California.
  • Hammel N; Google Health, Google LLC, Mountain View, California. Electronic address: nhammel@google.com.
  • Varadarajan AV; Google Health, Google LLC, Mountain View, California.
  • Liu Y; Google Health, Google LLC, Mountain View, California.
  • Chopra R; Google Health, Google LLC, Mountain View, California; NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom. Electronic address: reenac@google.com.
  • Bavishi P; Google Health, Google LLC, Mountain View, California.
Ophthalmol Retina ; 6(5): 398-410, 2022 05.
Article en En | MEDLINE | ID: mdl-34999015
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Edema Macular / Diabetes Mellitus / Retinopatía Diabética / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Etiology_studies / Observational_studies / Risk_factors_studies Límite: Humans País/Región como asunto: America do norte Idioma: En Año: 2022 Tipo del documento: Article
Texto completo
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PubMed Links
Buscar en Google

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Edema Macular / Diabetes Mellitus / Retinopatía Diabética / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Etiology_studies / Observational_studies / Risk_factors_studies Límite: Humans País/Región como asunto: America do norte Idioma: En Año: 2022 Tipo del documento: Article