Evidence map›Paper›PMID 39949045›Full record

ArticleJournal of sleep research2025

Validation of manually scored multichannel frontal electroencephalography against polysomnography in a paediatric cohort.

Sigridur Sigurdardottir, Henna Pitkänen, Henri Korkalainen, Samu Kainulainen, Marta Serwatko, Kristin A Olafsdottir, Sigurveig Þ Sigurðardóttir, Michael Clausen, Pranavan Somaskandhan, Barbara G Stražišar and 2 more

Abstract readValidation Study
In one paragraph

Article in Journal of sleep research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Thoracoabdominal Asynchrony in Healthy Children.Journal of sleep research · 2026
    Article
  2. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Sigridur SigurdardottirReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.ORCID 0000-0001-6327-8956
Henna PitkänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-5100-3816
Henri KorkalainenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-4686-6112
Samu KainulainenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-2798-2115
Marta SerwatkoReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.
Kristin A OlafsdottirReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.
Sigurveig Þ SigurðardóttirDepartment of Immunology, Landspitali University Hospital, Reykjavik, Iceland.
Michael ClausenChildren's Hospital Reykjavik, Reykjavik, Iceland.
Pranavan SomaskandhanSchool of Electrical Engineering and Computer Science, The University of Queensland, Brisbane, Queensland, Australia.
Barbara G StražišarPaediatric Department, Centre for Paediatric Sleep Disorders, General Hospital Celje, Celje, Slovenia.
Timo LeppänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-4017-821X
Erna Sif ArnardottirReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.ORCID 0000-0003-0877-3529

Funding

Business Finland 5133/31/2018Icelandic Centre for Research 174067NordForsk 90458-06111Tampere Tuberculosis FoundationThe European Union's Horizon 2020 Research and Innovation Program 965417The European Union´s Horizon 2020 Research and Innovation Program 965417the Finnish Cultural Foundation - North Savo Regional Fundthe Landspitali University Hospital Science Fund A-2019-061the Landspitali University Hospital Science Fund A-2020-045the Päivikki and Sakari Sohlberg Foundationthe Scientific Foundation of Respiratory Diseasesthe State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041794the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041803the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041812The Vilho, Yrjö and Kalle Väisälä Foundation
6 · The paper itself

Abstract

Polysomnography is the only internationally recognized method to diagnose paediatric obstructive sleep apnea, thus, simpler and more cost-effective diagnostic tools are urgently needed. This study aimed to validate the manual scoring of frontal self-applicable electroencephalography against polysomnography in a paediatric cohort. The polysomnography and the frontal electroencephalography were simultaneously recorded for 1 night (n = 102) in 10-13-year-old children. Scoring was performed according to the American Academy of Sleep Medicine rules, with minor adjustments to the frontal electroencephalography. Manual scorings of sleep stages were compared in an epoch-by-epoch manner using Cohen's kappa (κ) and confusion matrices using three different models: the three-stage (wake/non-rapid eye movement/rapid eye movement), the four-stage (wake/sleep stage 1 + sleep stage 2/deep sleep Stage 3/rapid eye movement) and the five-stage model (wake/sleep stage 1/sleep stage 2/deep sleep Stage 3/rapid eye movement). The inter-scorer agreements were assessed, and the intraclass correlation coefficient was used for common sleep variables: total sleep time, wake after sleep onset, sleep efficiency, sleep-onset latency and arousal index. Cohen's κ values for the three-stage, four-stage and five-stage models were 0.85, 0.73 and 0.70, respectively. The agreement for the sleep variables studied ranged from 0.87 to 0.99. The inter-rater agreement (n = 10) was κ = 0.78 for the polysomnography and κ = 0.70 for the frontal electroencephalography. Sleep staging from the frontal electroencephalography was comparable to that of a standard polysomnography in a paediatric cohort, and showed promising results in estimating sleep time and sleep architecture.

Indexed as

ElectroencephalographyPolysomnographySleep Apnea, ObstructiveSleep StagesAdolescentChildCohort StudiesFemaleHumansMaleReproducibility of Resultselectroencephalographymanual sleep stagingpaediatric sleep‐disordered breathingself‐applied polysomnography

Identifiers

PMID39949045
PMCPMC12592819

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.