ECG Signal Compression and Reconstruction Based on CNN-LSTM-Attention Model

The high prevalence of cardiovascular diseases and the extensive application wearable electrocardiogram (ECG) devices for long-term monitoring have posed significant challenges for the transmission, storage, and real-time processing of massive amounts of ECG data. Consequently, efficient ECG compres...

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Principais autores:	Wenyan Liu, Dongzhi Chen, Ze Zhang, Yajie Cao, Yi Liu, Zhiguo Gui, Lili Liu
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2026-06-01
Serija:	Sensors
Teme:	ECG signal compressive sensing convolutional neural network long short-term memory network attention mechanism
Online dostop:	https://www.mdpi.com/1424-8220/26/13/3983
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