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Deep Learning-Based Quantification of Epicardial Adipose Tissue Volume and Attenuation Predicts Major Adverse Cardiovascular Events in Asymptomatic Subjects.
Eisenberg, Evann; McElhinney, Priscilla A; Commandeur, Frederic; Chen, Xi; Cadet, Sebastien; Goeller, Markus; Razipour, Aryabod; Gransar, Heidi; Cantu, Stephanie; Miller, Robert J H; Slomka, Piotr J; Wong, Nathan D; Rozanski, Alan; Achenbach, Stephan; Tamarappoo, Balaji K; Berman, Daniel S; Dey, Damini.
Afiliação
  • Eisenberg E; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • McElhinney PA; Biomedical Imaging Research Institute (P.A.M., F.C., X.C., M.G., A.R., D.D.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Commandeur F; Biomedical Imaging Research Institute (P.A.M., F.C., X.C., M.G., A.R., D.D.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Chen X; Biomedical Imaging Research Institute (P.A.M., F.C., X.C., M.G., A.R., D.D.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Cadet S; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Goeller M; Biomedical Imaging Research Institute (P.A.M., F.C., X.C., M.G., A.R., D.D.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Razipour A; Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Faculty of Medicine, Department of Cardiology, Erlangen, Germany (M.G., S.A.).
  • Gransar H; Biomedical Imaging Research Institute (P.A.M., F.C., X.C., M.G., A.R., D.D.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Cantu S; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Miller RJH; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Slomka PJ; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Wong ND; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Rozanski A; Department of Medicine, University of California at Irvine, CA (N.D.W.).
  • Achenbach S; Division of Cardiology, Mount Sinai St Lukes Hospital, New York, NY (A.R.).
  • Tamarappoo BK; Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Faculty of Medicine, Department of Cardiology, Erlangen, Germany (M.G., S.A.).
  • Berman DS; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
  • Dey D; Department of Imaging and Medicine and the Smidt Heart Institute (E.E., S.C., H.G., S.C., R.J.H.M., P.J.S., B.K.T., D.S.B.), Cedars-Sinai Medical Center, Los Angeles, CA.
Circ Cardiovasc Imaging ; 13(2): e009829, 2020 02.
Article em En | MEDLINE | ID: mdl-32063057
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Pericárdio / Doença da Artéria Coronariana / Tomografia Computadorizada por Raios X / Tecido Adiposo / Vasos Coronários / Calcificação Vascular / Aprendizado Profundo Idioma: En Ano de publicação: 2020 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Pericárdio / Doença da Artéria Coronariana / Tomografia Computadorizada por Raios X / Tecido Adiposo / Vasos Coronários / Calcificação Vascular / Aprendizado Profundo Idioma: En Ano de publicação: 2020 Tipo de documento: Article