Electrocardiograph analysis for risk assessment of heart failure with preserved ejection fraction: A deep learning model.

Journal: ESC heart failure
PMID:

Abstract

AIMS: Heart failure with preserved ejection fraction (HFpEF) requires an efficient screening method. We developed a deep learning model (DLM) to screen HFpEF risk using electrocardiograms (ECGs).

Authors

  • Zheng Gao
    Department of Cardiology, The First Hospital of Hebei Medical University, Shijiazhuang, China.
  • Yuqing Yang
    State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China.
  • Zhiqiang Yang
    Zhongtian He Chuang Energy Co., LTD, Eedos, China.
  • Xinyue Zhang
    Department of Radiology, Changhai Hospital.
  • Chao Liu
    Anti-Drug Technology Center of Guangdong Province, National Anti-Drug Laboratory Guangdong Regional Center, Guangzhou 510230, China.