Subject-Independent Model for Reconstructing Electrocardiography Signals from Photoplethysmography Signals

Subject-Independent Model for Reconstructing Electrocardiography Signals from Photoplethysmography Signals

Electrocardiography (ECG) is the gold standard for monitoring vital signs and for diagnosing, controlling, and preventing cardiovascular diseases (CVDs). However, ECG requires continuous user participation, and cannot be used for continuous cardiac monitoring. In contrast to ECG, photoplethysmograph...

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Bibliographic Details
Main Authors: Yanke Guo, Shiyong Li, Zhencheng Chen, Qunfeng Tang
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Applied Sciences
Subjects:
electrocardiogram reconstruction
photoplethysmography
convolutional neural networks
bidirectional long short-term memory
Online Access:https://www.mdpi.com/2076-3417/14/13/5773

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https://www.mdpi.com/2076-3417/14/13/5773

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