Your browser doesn't support javascript.
loading
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
Pyrros, Ayis; Borstelmann, Stephen M; Mantravadi, Ramana; Zaiman, Zachary; Thomas, Kaesha; Price, Brandon; Greenstein, Eugene; Siddiqui, Nasir; Willis, Melinda; Shulhan, Ihar; Hines-Shah, John; Horowitz, Jeanne M; Nikolaidis, Paul; Lungren, Matthew P; Rodríguez-Fernández, Jorge Mario; Gichoya, Judy Wawira; Koyejo, Sanmi; Flanders, Adam E; Khandwala, Nishith; Gupta, Amit; Garrett, John W; Cohen, Joseph Paul; Layden, Brian T; Pickhardt, Perry J; Galanter, William.
Afiliación
  • Pyrros A; Duly Health and Care, Department of Radiology, Downers Grove, IL, USA. ayis@uic.edu.
  • Borstelmann SM; Department of Biomedical and Health Information Sciences, University of Illinois Chicago, Chicago, IL, USA. ayis@uic.edu.
  • Mantravadi R; Department of Radiology, University of Central Florida, Orlando, FL, USA.
  • Zaiman Z; Brainnet, Inc., West Harrison, NY, USA.
  • Thomas K; Department of Radiology, Emory University, Atlanta, GA, USA.
  • Price B; Department of Radiology, Emory University, Atlanta, GA, USA.
  • Greenstein E; Department of Radiology, Florida State University, Tallahassee, FL, USA.
  • Siddiqui N; Department of Cardiology, Duly Health and Care, Downers Grove, IL, USA.
  • Willis M; Duly Health and Care, Department of Radiology, Downers Grove, IL, USA.
  • Shulhan I; Duly Health and Care, Department of Radiology, Downers Grove, IL, USA.
  • Hines-Shah J; EPAM, Inc, Newtown, PA, USA.
  • Horowitz JM; Duly Health and Care, Department of Radiology, Downers Grove, IL, USA.
  • Nikolaidis P; Department of Radiology, Northwestern University, Chicago, IL, USA.
  • Lungren MP; Department of Radiology, Northwestern University, Chicago, IL, USA.
  • Rodríguez-Fernández JM; Department of Biomedical and Health Information Sciences, UCSF, San Francisco, CA, USA.
  • Gichoya JW; Center for Artificial Intelligence in Medicine, Stanford University, Stanford, CA, USA.
  • Koyejo S; Microsoft, Microsoft Corporation, Redmond, USA.
  • Flanders AE; Department of Neurology, The University of Texas Medical Branch, Galveston, TX, USA.
  • Khandwala N; Department of Radiology, Emory University, Atlanta, GA, USA.
  • Gupta A; Department of Computer Science, Stanford University, Stanford, CA, USA.
  • Garrett JW; Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA.
  • Cohen JP; Bunkerhill, Palo Alto, CA, USA.
  • Layden BT; Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA.
  • Pickhardt PJ; Department of Radiology, University of Wisconsin, Madison, WI, USA.
  • Galanter W; Center for Artificial Intelligence in Medicine, Stanford University, Stanford, CA, USA.
Nat Commun ; 14(1): 4039, 2023 07 07.
Article en En | MEDLINE | ID: mdl-37419921
Asunto(s)
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Diabetes Mellitus Tipo 2 / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Diabetes Mellitus Tipo 2 / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos