首页> Artificial intelligence in medicine> Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance.

Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance.

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第一作者： Xiang,Pan

第一单位： Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA; Vascular Biology Program, Boston Children's Hospital, Boston, MA 02115, USA.

作者： Xiang,Pan ^[1] ; Chuangqi,Wang ^[2] ; Yudong,Yu ^[3] ; Natasa,Reljin ^[4] ; David D,McManus ^[5] ; Chad E,Darling ^[6] ; Ki H,Chon ^[7] ; Yitzhak,Mendelson ^[8] ; Kwonmoo,Lee ^[9]

作者单位： Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA; Vascular Biology Program, Boston Children's Hospital, Boston, MA 02115, USA. ^[1] Department of Biomedical Engineering, Worcester Polytechnic Institute, MA 01609, USA. ^[2] Robotics Engineering Program, Worcester Polytechnic Institute, MA 01609, USA. ^[3] Department of Biomedical Engineering, University of Connecticut, CT 06269, USA. ^[4] Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA. ^[5] Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA. ^[6] Department of Biomedical Engineering, University of Connecticut, CT 06269, USA. Electronic address: ki.chon@uconn.edu. ^[7] 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. ^[8] 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. ^[9]

关键词 Deep learning ECG analysis Heart failure Wearable device

医学主题词人类(Humans);心力衰竭(Heart Failure);心电描记术(Electrocardiography)

DOI 10.1016/j.artmed.2023.102548

PMID 37210152

发布时间 2024-06-03

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