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Status and opportunities of machine learning applications in obstructive sleep apnea: A narrative review

Computational and Structural Biotechnology Journal(2025)10.1016/j.csbj.2025.04.033Source: DataRank Database

Status and opportunities of machine learning applications in obstructive sleep apnea: A narrative review is a research paper published in Computational and Structural Biotechnology Journal (2025). On theSindex it has a DataRank of 0. It has been cited 7 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access7 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 2.17)OA: goldTopics (20)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (8)

Trevor Winger,Samer Ghosn,Carl Y. Saab ORCID,Jaideep Srivastava ORCID,Louis Kazaglis

Live enrichment

PubMed:40421411 PMC:PMC12104685 OpenAlex:https://openalex.org/W4409800561

National Heart Lung and Blood Institute

Grant: 1R21HL170206\u201301

NHLBI NIH HHS

Grant: R21 HL170206

National Institutes of Health

Grant: 1R21HL170206-01

Applying Innovative Artificial Intelligence Approaches to a Large Sleep Physiologic Biorepository to Integrate Sleep Disruption in Cardiovascular Risk Calculation

National Institutes of Health

FWCI

2.17

Citation Percentile

0.9%

Citation Trend

2025

2026

goldLicense: cc-by

journalhttps://doi.org/10.1016/j.csbj.2025.04.033

publisherhttps://doi.org/10.1016/j.csbj.2025.04.033

publisherhttps://api.elsevier.com/content/article/PII:S2001037025001527?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2001037025001527?httpAccept=text/plain

publisherhttps://spj.science.org/doi/pdf/10.1016/j.csbj.2025.04.033

Fields of Study

Obstructive Sleep Apnea ResearchSleep and related disordersPhonocardiography and Auscultation Techniques0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

Obstructive sleep apneaSleep (system call)Narrative reviewNarrativeSleep apneaComputer scienceMedicinePsychologyIntensive care medicineInternal medicineMachine LearningReview ArticleTP248.13-248.65ArticleBiotechnology