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A real-world demonstration of machine learning generalizability in the detection of intracranial hemorrhage on head computerized tomography.
Salehinejad, Hojjat; Kitamura, Jumpei; Ditkofsky, Noah; Lin, Amy; Bharatha, Aditya; Suthiphosuwan, Suradech; Lin, Hui-Ming; Wilson, Jefferson R; Mamdani, Muhammad; Colak, Errol.
Afiliação
  • Salehinejad H; Li Ka Shing Centre for Healthcare Analytics Research and Training, St. Michael's Hospital, Toronto, Canada.
  • Kitamura J; Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada.
  • Ditkofsky N; Fujisawa, Kanagawa, Japan.
  • Lin A; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada.
  • Bharatha A; Faculty of Medicine, University of Toronto, Toronto, Canada.
  • Suthiphosuwan S; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada.
  • Lin HM; Faculty of Medicine, University of Toronto, Toronto, Canada.
  • Wilson JR; Li Ka Shing Centre for Healthcare Analytics Research and Training, St. Michael's Hospital, Toronto, Canada.
  • Mamdani M; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada.
  • Colak E; Faculty of Medicine, University of Toronto, Toronto, Canada.
Sci Rep ; 11(1): 17051, 2021 08 23.
Article em En | MEDLINE | ID: mdl-34426587
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Hemorragias Intracranianas / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Canadá
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Hemorragias Intracranianas / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Canadá