2024
DOI: 10.21203/rs.3.rs-4479594/v1
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Integrating Transfer Learning with Scalogram Analysis for Blood Pressure Estimation from PPG Signals

Shyamala Subramanian,
Sashikala Mishra,
Shruti Patil
et al.

Abstract: The blood pressure estimation plays a crucial role in assessing cardiovascular health and preventing related complications. One of early warning indicators for heart disorders is elevated blood pressure. Thus, monitoring of blood pressure continuously is needed. This paper provides a novel transfer learning approach for blood pressure estimation using photoplethysmography from the publicly available database namely MIMIC-II. The Continuous Wavelet Transform was used to transform the PPG signals into scalograms… Show more

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