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Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality.
Ulloa Cerna, Alvaro E; Jing, Linyuan; Good, Christopher W; vanMaanen, David P; Raghunath, Sushravya; Suever, Jonathan D; Nevius, Christopher D; Wehner, Gregory J; Hartzel, Dustin N; Leader, Joseph B; Alsaid, Amro; Patel, Aalpen A; Kirchner, H Lester; Pfeifer, John M; Carry, Brendan J; Pattichis, Marios S; Haggerty, Christopher M; Fornwalt, Brandon K.
Afiliação
  • Ulloa Cerna AE; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • Jing L; Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA.
  • Good CW; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • vanMaanen DP; Heart Institute, Geisinger, Danville, PA, USA.
  • Raghunath S; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • Suever JD; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • Nevius CD; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • Wehner GJ; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • Hartzel DN; Department of Biomedical Engineering, University of Kentucky, Lexington, KY, USA.
  • Leader JB; Phenomic Analytics and Clinical Data Core, Geisinger, Danville, PA, USA.
  • Alsaid A; Phenomic Analytics and Clinical Data Core, Geisinger, Danville, PA, USA.
  • Patel AA; Heart Institute, Geisinger, Danville, PA, USA.
  • Kirchner HL; Department of Radiology, Geisinger, Danville, PA, USA.
  • Pfeifer JM; Department of Population Health Sciences, Geisinger, Danville, PA, USA.
  • Carry BJ; Department of Translational Data Science and Informatics, Geisinger, Danville, PA, USA.
  • Pattichis MS; Heart and Vascular Center, Evangelical Hospital, Lewisburg, PA, USA.
  • Haggerty CM; Heart Institute, Geisinger, Danville, PA, USA.
  • Fornwalt BK; Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA.
Nat Biomed Eng ; 5(6): 546-554, 2021 06.
Article em En | MEDLINE | ID: mdl-33558735
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Ecocardiografia / Interpretação de Imagem Assistida por Computador / Aprendizado Profundo / Insuficiência Cardíaca 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: Ecocardiografia / Interpretação de Imagem Assistida por Computador / Aprendizado Profundo / Insuficiência Cardíaca Idioma: En Ano de publicação: 2021 Tipo de documento: Article