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Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19.
Pyrros, Ayis; Rodriguez Fernandez, Jorge; Borstelmann, Stephen M; Flanders, Adam; Wenzke, Daniel; Hart, Eric; Horowitz, Jeanne M; Nikolaidis, Paul; Willis, Melinda; Chen, Andrew; Cole, Patrick; Siddiqui, Nasir; Muzaffar, Momin; Muzaffar, Nadir; McVean, Jennifer; Menchaca, Martha; Katsaggelos, Aggelos K; Koyejo, Sanmi; Galanter, William.
Afiliação
  • Pyrros A; Department of Radiology, Duly Health and Care, Hinsdale, Illinois.
  • Rodriguez Fernandez J; Department of Neurology, University of Illinois at Chicago, Chicago, Illinois.
  • Borstelmann SM; Department of Radiology, University of Central Florida, Orlando, Florida.
  • Flanders A; Department of Radiology, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania.
  • Wenzke D; Department of Radiology, NorthShore University HealthSystem, Evanston, Illinois.
  • Hart E; Department of Radiology, Northwestern University, Chicago, Illinois.
  • Horowitz JM; Department of Radiology, Northwestern University, Chicago, Illinois.
  • Nikolaidis P; Department of Radiology, Northwestern University, Chicago, Illinois.
  • Willis M; Department of Radiology, Duly Health and Care, Hinsdale, Illinois.
  • Chen A; Department of Computer Science, University of Illinois at Urbana- Champaign, Urbana-Champaign, Illinois.
  • Cole P; Department of Computer Science, University of Illinois at Urbana- Champaign, Urbana-Champaign, Illinois.
  • Siddiqui N; Department of Radiology, Duly Health and Care, Hinsdale, Illinois.
  • Muzaffar M; Department of Radiology, Duly Health and Care, Hinsdale, Illinois.
  • Muzaffar N; Department of Radiology, Duly Health and Care, Hinsdale, Illinois.
  • McVean J; Medtronic, Minneapolis, Minnesota.
  • Menchaca M; Department of Radiology, University of Illinois at Chicago, Chicago, Illinois.
  • Katsaggelos AK; Department of Electrical and Computer Engineering, Northwestern University, Evanston, Illinois.
  • Koyejo S; Department of Computer Science, University of Illinois at Urbana- Champaign, Urbana-Champaign, Illinois.
  • Galanter W; Department of Medicine, University of Illinois at Chicago, Chicago, Illinois.
PLOS Digit Health ; 1(8): e0000057, 2022 Aug.
Article em En | MEDLINE | ID: mdl-36812559
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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article