Comparing polysomnography auto scoring with the standard of care in sleep medicine

There appears to be a marked variation in the accuracy of various sleep parameters by automated sleep recording. Further studies that utilize advance machine learning algorithms can help better understanding of the role of automated sleep scoring in screening and diagnosis of sleep disorders.

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Publication Details

Journal
Annals of Thoracic Medicine
Published
2025-12-03
DOI
https://doi.org/10.4103/atm.atm_283_24
Primary Topic
Obstructive Sleep Apnea Research
Type
article
Field-Weighted Citation Impact
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article

Comparing polysomnography auto scoring with the standard of care in sleep medicine

Faris Alhejaili
Annals of Thoracic Medicine
Obstructive Sleep Apnea Research
article

Comparing polysomnography auto scoring with the standard of care in sleep medicine

Faris Alhejaili
article en

Abstract

There appears to be a marked variation in the accuracy of various sleep parameters by automated sleep recording. Further studies that utilize advance machine learning algorithms can help better understanding of the role of automated sleep scoring in screening and diagnosis of sleep disorders.

Annals of Thoracic MedicineVol. 21(1)
King Abdulaziz University (SA)
Openalex Percentile: Top 53%
Obstructive Sleep Apnea Research
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Comparing polysomnography auto scoring with the standard of care in sleep medicine — Faris Alhejaili · Annals of Thoracic Medicine (2025) | TGRS Research Map | TGRS