Robust Heartbeat Classification for Wearable Single-Lead ECG via Extreme Gradient Boosting

Robust Heartbeat Classification for Wearable Single-Lead ECG via Extreme Gradient Boosting

Wearable electrocardiogram (ECG) monitoring devices have enabled everyday ECG collection in our daily lives. However, the condition of ECG signal acquisition using wearable devices varies and wearable ECG signals could be interfered with by severe noises, resulting in great challenges of computer-ai...

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Bibliographic Details
Main Authors: Huaiyu Zhu, Yisheng Zhao, Yun Pan, Hanshuang Xie, Fan Wu, Ruohong Huan
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
heartbeat classification
single-lead ECG
ECG database
wearable
XGBoost
Online Access:https://www.mdpi.com/1424-8220/21/16/5290

Internet

https://www.mdpi.com/1424-8220/21/16/5290

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