Apnea detection using wrist actigraphy in patients with heterogeneous sleep disorders

Apnea detection using wrist actigraphy in patients with heterogeneous sleep disorders

Abstract Obstructive sleep apnea (OSA) and related hypoxia are well-established cardiovascular and neurocognitive risk factors. Current multi-sensor diagnostic approaches are intrusive and prone to misdiagnosis when simplified. This study introduces an enhanced single-sensor-based OSA screening meth...

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Bibliographic Details
Main Authors: Xiaoman Xing, Sizhi Ai, Jihui Zhang, Rui Huang, Yaping Liu, Dongming Quan, Jiacheng Ma, Guoli Wu, Jiangen Xu, Yuan Zhang, Hongliang Feng, Wen-fei Dong
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Wrist actigraphy
Apnea
Oxygen desaturation
Tokenization
Multi-head causal attention
Online Access:https://doi.org/10.1038/s41598-025-01430-3
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