2024
DOI: 10.3390/electronics13101869
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UNet-BiLSTM: A Deep Learning Method for Reconstructing Electrocardiography from Photoplethysmography

Yanke Guo,
Qunfeng Tang,
Zhencheng Chen
et al.

Abstract: Electrocardiography (ECG) is generally used in clinical practice for cardiovascular diagnosis and for monitoring cardiovascular status. It is considered to be the gold standard for diagnosing cardiovascular diseases and assessing cardiovascular status. However, it is not always easy to obtain. Unlike ECG devices, photoplethysmography (PPG) devices can be placed on body parts such as the earlobes, fingertips, and wrists, making them more comfortable and easier to obtain. Several methods for reconstructing ECG s… Show more

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