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Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance.
Pan, Xiang; Wang, Chuangqi; Yu, Yudong; Reljin, Natasa; McManus, David D; Darling, Chad E; Chon, Ki H; Mendelson, Yitzhak; Lee, Kwonmoo.
Afiliación
  • Pan X; Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA; Vascular Biology Program, Boston Children's Hospital, Boston, MA 02115, USA.
  • Wang C; Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA.
  • Yu Y; Robotics Engineering Program, Worcester Polytechnic Institute, MA 01609, USA.
  • Reljin N; Department of Biomedical Engineering, University of Connecticut, CT 06269, USA.
  • McManus DD; Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA.
  • Darling CE; Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA.
  • Chon KH; Department of Biomedical Engineering, University of Connecticut, CT 06269, USA. Electronic address: ki.chon@uconn.edu.
  • Mendelson Y; Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA; Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, MA 01609, USA. Electronic address: ym@wpi.edu.
  • Lee K; Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA; Vascular Biology Program, Boston Children's Hospital, Boston, MA 02115, USA; Department of Surgery, Harvard Medical School, Boston, MA 02115, USA. Electronic address: kwonmoo.lee@childrens.harvard.edu.
Artif Intell Med ; 140: 102548, 2023 06.
Article en En | MEDLINE | ID: mdl-37210152
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Dispositivos Electrónicos Vestibles / Insuficiencia Cardíaca Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Artif Intell Med Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Dispositivos Electrónicos Vestibles / Insuficiencia Cardíaca Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Artif Intell Med Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos