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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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Principais autores: Huaiyu Zhu, Yisheng Zhao, Yun Pan, Hanshuang Xie, Fan Wu, Ruohong Huan
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-08-01
Serier:Sensors
Fag:
heartbeat classification
single-lead ECG
ECG database
wearable
XGBoost
Online adgang:https://www.mdpi.com/1424-8220/21/16/5290
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