Sensor-Location-Specific Joint Acquisition of Peripheral Artery Bioimpedance and Photoplethysmogram for Wearable Applications.

Margus Metshein,Anar Abdullayev,Antoine Gautier,Benoit Larras,Antoine Frappe,Barry Cardiff,Paul Annus,Raul Land,Olev Märtens

Sensors (Basel, Switzerland)（2023）

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摘要

The peripheral arteries are highly suitable for non-invasive EBI and PPG signal acquisition. The posterior tibial artery constitutes a candidate for the joint acquisition of EBI and PPG signals in sensor-fusion-based wearable devices-an important finding of this research.

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关键词

cardiovascular system,convolutional neural networks,deep learning,electrical bioimpedance,non-invasive measurements,photoplethysmography,pulse wave,sensor fusion,small data machine learning,wearable devices

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