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Development and international validation of custom-engineered and code-free deep-learning models for detection of plus disease in retinopathy of prematurity: a retrospective study.
Wagner, Siegfried K; Liefers, Bart; Radia, Meera; Zhang, Gongyu; Struyven, Robbert; Faes, Livia; Than, Jonathan; Balal, Shafi; Hennings, Charlie; Kilduff, Caroline; Pooprasert, Pakinee; Glinton, Sophie; Arunakirinathan, Meena; Giannakis, Periklis; Braimah, Imoro Zeba; Ahmed, Islam S H; Al-Feky, Mariam; Khalid, Hagar; Ferraz, Daniel; Vieira, Juliana; Jorge, Rodrigo; Husain, Shahid; Ravelo, Janette; Hinds, Anne-Marie; Henderson, Robert; Patel, Himanshu I; Ostmo, Susan; Campbell, J Peter; Pontikos, Nikolas; Patel, Praveen J; Keane, Pearse A; Adams, Gill; Balaskas, Konstantinos.
Afiliação
  • Wagner SK; NIHR Moorfields Biomedical Research Centre, London, UK; Institute of Ophthalmology, University College London, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Liefers B; NIHR Moorfields Biomedical Research Centre, London, UK.
  • Radia M; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Zhang G; NIHR Moorfields Biomedical Research Centre, London, UK.
  • Struyven R; NIHR Moorfields Biomedical Research Centre, London, UK; Institute of Ophthalmology, University College London, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Faes L; NIHR Moorfields Biomedical Research Centre, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Than J; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Balal S; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Hennings C; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Kilduff C; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Pooprasert P; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Glinton S; NIHR Moorfields Biomedical Research Centre, London, UK.
  • Arunakirinathan M; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Giannakis P; Institute of Health Sciences Education, Queen Mary University of London, London, UK.
  • Braimah IZ; Lions International Eye Centre, Korle-Bu Teaching Hospital, Accra, Ghana.
  • Ahmed ISH; Faculty of Medicine, Alexandria University, Alexandria, Egypt; Alexandria University Hospital, Alexandria, Egypt.
  • Al-Feky M; Department of Ophthalmology, Ain Shams University Hospitals, Cairo, Egypt; Watany Eye Hospital, Cairo, Egypt.
  • Khalid H; Moorfields Eye Hospital NHS Foundation Trust, London, UK; Department of Ophthalmology, Tanta University, Tanta, Egypt.
  • Ferraz D; Institute of Ophthalmology, University College London, London, UK; D'Or Institute for Research and Education, São Paulo, Brazil.
  • Vieira J; Department of Ophthalmology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil.
  • Jorge R; Department of Ophthalmology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil.
  • Husain S; The Blizard Institute, Queen Mary University of London, London, UK; Neonatology Department, Homerton University Hospital NHS Foundation Trust, London, UK.
  • Ravelo J; Neonatology Department, Homerton University Hospital NHS Foundation Trust, London, UK.
  • Hinds AM; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Henderson R; UCL Great Ormond Street Institute of Child Health, University College London, London, UK; Clinical and Academic Department of Ophthalmology, Great Ormond Street Hospital for Children, London, UK.
  • Patel HI; Moorfields Eye Hospital NHS Foundation Trust, London, UK; The Royal London Hospital, Barts Health NHS Trust, London, UK.
  • Ostmo S; Department of Ophthalmology, Oregon Health & Science University, Portland, OR, USA.
  • Campbell JP; Department of Ophthalmology, Oregon Health & Science University, Portland, OR, USA.
  • Pontikos N; NIHR Moorfields Biomedical Research Centre, London, UK; Institute of Ophthalmology, University College London, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Patel PJ; NIHR Moorfields Biomedical Research Centre, London, UK; Institute of Ophthalmology, University College London, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Keane PA; NIHR Moorfields Biomedical Research Centre, London, UK; Institute of Ophthalmology, University College London, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Adams G; NIHR Moorfields Biomedical Research Centre, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK.
  • Balaskas K; NIHR Moorfields Biomedical Research Centre, London, UK; Institute of Ophthalmology, University College London, London, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK. Electronic address: k.balaskas@nhs.net.
Lancet Digit Health ; 5(6): e340-e349, 2023 06.
Article em En | MEDLINE | ID: mdl-37088692
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Retinopatia da Prematuridade / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Child / Humans / Infant / Newborn Idioma: En Ano de publicação: 2023 Tipo de documento: Article
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Retinopatia da Prematuridade / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Child / Humans / Infant / Newborn Idioma: En Ano de publicação: 2023 Tipo de documento: Article