ECG Signal Reconstruction via Doppler Sensor by Hybrid Deep Learning Model With CNN and LSTM

ECG Signal Reconstruction via Doppler Sensor by Hybrid Deep Learning Model With CNN and LSTM

An Electrocardiogram (ECG) is a typical method used to detect heartbeat, and an ECG signal analysis enables the detection of some heart diseases. However, the ECG-based heartbeat detection requires device attachment, which is not preferred for daily use. A Doppler sensor could be a device used to en...

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Bibliographic Details
Main Authors: Kohei Yamamoto, Ryosuke Hiromatsu, Tomoaki Ohtsuki
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Heartbeat
microwaves
Doppler sensor
ECG
deep learning
Online Access:https://ieeexplore.ieee.org/document/9139941/

Internet

https://ieeexplore.ieee.org/document/9139941/

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