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Radiologists can visually predict mortality risk based on the gestalt of chest radiographs comparable to a deep learning network.
Weiss, Jakob; Taron, Jana; Jin, Zexi; Mayrhofer, Thomas; Aerts, Hugo J W L; Lu, Michael T; Hoffmann, Udo.
Afiliação
  • Weiss J; Artificial Intelligence in Medicine (AIM) Program, Brigham and Women's Hospital, Harvard Medical School, Harvard Institutes of Medicine (HIM), Suite 343, 77 Avenue Louis Pasteur, Boston, MA, 02115, USA. jakob_weiss@dfci.harvard.edu.
  • Taron J; Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Charles River Plaza, 165 Cambridge Street, Boston, MA, 02114, USA. jakob_weiss@dfci.harvard.edu.
  • Jin Z; Department of Radiation Oncology and Dana-Farber Cancer Institute, Harvard Medical School, 75 Francis Street and 450 Brookline Avenue, Boston, MA, 02115, USA. jakob_weiss@dfci.harvard.edu.
  • Mayrhofer T; Department of Radiology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, 75 Francis Street and 450 Brookline Avenue, Boston, MA, 02115, USA. jakob_weiss@dfci.harvard.edu.
  • Aerts HJWL; Department of Diagnostic and Interventional Radiology, University Hospital in Freiburg im Breisgau, Hugstetter Str. 55, 79106, Freiburg, Germany. jakob_weiss@dfci.harvard.edu.
  • Lu MT; Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Charles River Plaza, 165 Cambridge Street, Boston, MA, 02114, USA.
  • Hoffmann U; Department of Diagnostic and Interventional Radiology, University Hospital in Freiburg im Breisgau, Hugstetter Str. 55, 79106, Freiburg, Germany.
Sci Rep ; 11(1): 19586, 2021 10 01.
Article em En | MEDLINE | ID: mdl-34599265
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Radiografia Torácica / Mortalidade / Medição de Risco / Radiologistas Tipo de estudo: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Radiografia Torácica / Mortalidade / Medição de Risco / Radiologistas Tipo de estudo: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article