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Improved detection of air trapping on expiratory computed tomography using deep learning.
Ram, Sundaresh; Hoff, Benjamin A; Bell, Alexander J; Galban, Stefanie; Fortuna, Aleksa B; Weinheimer, Oliver; Wielpütz, Mark O; Robinson, Terry E; Newman, Beverley; Vummidi, Dharshan; Chughtai, Aamer; Kazerooni, Ella A; Johnson, Timothy D; Han, MeiLan K; Hatt, Charles R; Galban, Craig J.
Afiliação
  • Ram S; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Hoff BA; Department of Biomedical Engineering, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Bell AJ; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Galban S; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Fortuna AB; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Weinheimer O; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Wielpütz MO; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Heidelberg, Germany.
  • Robinson TE; Translational Lung Research Center, Heidelberg (TLRC), German Lung Research Center (DZL), Heidelberg, Germany.
  • Newman B; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Heidelberg, Germany.
  • Vummidi D; Translational Lung Research Center, Heidelberg (TLRC), German Lung Research Center (DZL), Heidelberg, Germany.
  • Chughtai A; Department of Pediatrics, Center of Excellence in Pulmonary Biology, Stanford University School of Medicine, Stanford, California, United States of America.
  • Kazerooni EA; Department of Pediatric Radiology, Lucile Packard Children's Hospital at Stanford, Stanford, California, United States of America.
  • Johnson TD; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Han MK; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Hatt CR; Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
  • Galban CJ; Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
PLoS One ; 16(3): e0248902, 2021.
Article em En | MEDLINE | ID: mdl-33760861

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Expiração / Ar / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Child / Female / Humans / Male Idioma: En Revista: PLoS One Assunto da revista: CIENCIA / MEDICINA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Expiração / Ar / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Child / Female / Humans / Male Idioma: En Revista: PLoS One Assunto da revista: CIENCIA / MEDICINA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos