IEEE journal of biomedical and health informaticsHumansPhotoplethysmographyBlood Pressure DeterminationSignal ProcessingComputer-Assisted
Dual-Path Cuffless PPG-Based Blood Pressure Estimation Using Conformer & Swin Transformer.
Caoyueshan Fan, Yiting Wei, Melanie Qiu, Mostafa Haghi, Nima TaheriNejad
Published: 202510.1109/JBHI.2025.3621132
Abstract
This study introduces a novel dual-path deep learning framework using Photoplethysmogram (PPG) signals to address key challenges in continuous, non-invasive cuffless Blood Pressure (BP) monitoring. To this end, we introduce -for the first time- the u…
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