A Dual‐Modal Wearable Pulse Detection System Integrated with Deep Learning for High‐Accuracy and Low‐Power Sleep Apnea Monitoring

A Dual‐Modal Wearable Pulse Detection System Integrated with Deep Learning for High‐Accuracy and Low‐Power Sleep Apnea Monitoring

Abstract Despite being a serious health condition that significantly increases cardiovascular and metabolic disease risks, sleep apnea syndrome (SAS) remains largely underdiagnosed. While polysomnography (PSG) remains the gold standard for diagnosis, its clinical application is limited by high costs...

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Bibliographic Details
Main Authors: Jia Wang, Jiangtao Xue, Yang Zou, Yuxin Ma, Junhan Xu, Yanming Li, Fei Deng, Yiqian Wang, Kai Xing, Zhou Li, Tong Zou
Format: Article
Language:English
Published: Wiley 2025-06-01
Series:Advanced Science
Subjects:
deep learning
photoplethysmography
piezoelectric nanogenerator
pulse detection
sleep apnea monitoring
Online Access:https://doi.org/10.1002/advs.202501750
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https://doi.org/10.1002/advs.202501750

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