Web: http://arxiv.org/abs/2201.09976

Jan. 26, 2022, 2:10 a.m. | Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Amir Hosein Afandizadeh Zargari, Nikil Dutt, Amir M. Rahmani

cs.LG updates on arXiv.org arxiv.org

Continuous monitoring of blood pressure (BP)can help individuals manage their
chronic diseases such as hypertension, requiring non-invasive measurement
methods in free-living conditions. Recent approaches fuse Photoplethysmograph
(PPG) and electrocardiographic (ECG) signals using different machine and deep
learning approaches to non-invasively estimate BP; however, they fail to
reconstruct the complete signal, leading to less accurate models. In this
paper, we propose a cycle generative adversarial network (CycleGAN) based
approach to extract a BP signal known as ambulatory blood pressure (ABP) from …

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