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Updated: Jun 16, 2025

Integration of Brain Tissue Saturation Monitoring in Cardiopulmonary Exercise Testing in Patients with Heart Failure
Published on: October 1, 2019
Lei Guan1, Xiaodong Yang1, Nan Zhao1
1Key Laboratory of High Speed Circuit Design and EMC of Ministry of Education, School of Electronic EngineeringXidian University Xi'an Shaanxi 710071 China.
This study presents a new contactless method using channel state information (CSI) to extract vital signs like breathing and heartbeat. The technique effectively separates these signals, offering a promising alternative to traditional medical sensors.
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