Deep Ensemble Detection of Congestive Heart Failure Using Short-Term RR Intervals

Heart rate variability (HRV) is an effective predictor of congestive heart failure (CHF). However, important challenges exist regarding the effective temporal feature extraction and efficient classification using high-dimensional HRV representations. To solve these challenges, an ensemble method for...

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Bibliographic Details
Main Authors: Ludi Wang, Wei Zhou, Qing Chang, Jiangen Chen, Xiaoguang Zhou
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8694834/