Comfortable sleep monitoring: using physiological process interconnectedness during sleep for novel software sensors

Although these models do not replace gold-standard instruments, they provide physiologically interpretable estimates from non-invasive inputs and demonstrate potential for scalable, lower-burden sleep monitoring, and highlight the potential of considering physiological interconnectedness to extract desired information. Future work will focus on further validation and clinical diagnostic utility.

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Publication Details

Journal
Frontiers in Network Physiology
Published
2026-01-08
DOI
https://doi.org/10.3389/fnetp.2025.1625947
Primary Topic
Obstructive Sleep Apnea Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Comfortable sleep monitoring: using physiological process interconnectedness during sleep for novel software sensors

Erna Sif Arnardóttir, Anna Bavarsad, Elias August
Frontiers in Network Physiology
Obstructive Sleep Apnea Research
article

Comfortable sleep monitoring: using physiological process interconnectedness during sleep for novel software sensors

Erna Sif Arnardóttir, Anna Bavarsad, Elias August
article en

Abstract

Although these models do not replace gold-standard instruments, they provide physiologically interpretable estimates from non-invasive inputs and demonstrate potential for scalable, lower-burden sleep monitoring, and highlight the potential of considering physiological interconnectedness to extract desired information. Future work will focus on further validation and clinical diagnostic utility.

Frontiers in Network PhysiologyVol. 5
Reykjavík University (IS)
Openalex Percentile: Top 95%
Obstructive Sleep Apnea Research
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