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A Multimodal Sleep Foundation Model for Disease Prediction

medRxiv(2025)10.1101/2025.02.04.25321675Source: DataRank Database

A Multimodal Sleep Foundation Model for Disease Prediction is a research paper published in medRxiv (2025). On theSindex it has a DataRank of 0.393. It has been cited 8 times, with 8 citing works in its 1-hop citation network.

N/A

0.393DataRank · unranked

Scored on demand from live citation data

Open Access8 citations · 8 citing works in its network

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DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (35 grants)OA: greenTopics (12)IDs (PubMed, 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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DataRank Breakdown

Base Score 84%Citation Network 16%

Base Score Contribution

0.330

From this paper's citation signal

Citation Network Contribution

0.0633

From 2 citing papers with measurable signal

Learn more about DataRank methodology →

Top 5 citers driving the network score

Ranked by each citer's contribution to N(p) — log1p(C_q) divided by its reference count — out of 8 citers.

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Computers and Electronics in Agriculture20262 citations36 referencesContributes 0.031
A Zero-Burden Sleep Foundation Model Built on Cardiorespiratory Signals from 800,000+ Hours of Multi-Ethnic Sleep Recordings
medRxiv20250 citations39 referencesContributes 0.000
Sleep Staging Foundation Models Encode Neural Disorder-Related EEG Representations that Generalize to Wakefulness
medRxiv20250 citations50 referencesContributes 0.000
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models
npj Digital Medicine20250 citations47 referencesContributes 0.000

Authors (12)

Magnus Ruud Kjær,Bryan He ORCID,Ian Covert,Hyatt Moore ORCID,Umaer Hanif ORCID

Live enrichment

PubMed:39974074 OpenAlex:https://openalex.org/W4407204110

NHLBI NIH HHS

Grant: HHSN268201500003C

NHLBI NIH HHS

Grant: N01 HC095161

NHLBI NIH HHS

Grant: R01 HL071194

NHLBI NIH HHS

Grant: U01 HL053938

NHLBI NIH HHS

Grant: N01 HC095159

NHLBI NIH HHS

Grant: R01 HL098433

NHLBI NIH HHS

Grant: U01 HL053941

NHLBI NIH HHS

Grant: R01 HL070841

NHLBI NIH HHS

Grant: N01 HC095163

NHLBI NIH HHS

Grant: R24 HL114473

NHLBI NIH HHS

Grant: R01 HL070839

NCATS NIH HHS

Grant: UL1 TR000040

NHLBI NIH HHS

Grant: N01 HC095166

NHLBI NIH HHS

Grant: R01 HL070837

NHLBI NIH HHS

Grant: N01 HC095168

NHLBI NIH HHS

Grant: R01 HL070848

NHLBI NIH HHS

Grant: U01 HL053916

NCATS NIH HHS

Grant: UL1 TR001079

NHLBI NIH HHS

Grant: N01 HC095169

NHLBI NIH HHS

Grant: U01 HL063463

NHLBI NIH HHS

Grant: R01 HL070847

NHLBI NIH HHS

Grant: R01 HL070842

NHLBI NIH HHS

Grant: N01 HC095167

NHLBI NIH HHS

Grant: U01 HL064360

NHLBI NIH HHS

Grant: R01 HL161253

NCATS NIH HHS

Grant: UL1 TR001420

NHLBI NIH HHS

Grant: R01 HL070838

NHLBI NIH HHS

Grant: HHSN268201500003I

NHLBI NIH HHS

Grant: U01 HL053934

NHLBI NIH HHS

Grant: N01 HC095162

NHLBI NIH HHS

Grant: U01 HL053937

NHLBI NIH HHS

Grant: N01 HC095165

NHLBI NIH HHS

Grant: N01 HC095164

NHLBI NIH HHS

Grant: U01 HL053931

NHLBI NIH HHS

Grant: N01 HC095160

Influential Citations

Citation Trend

2025

2026

greenLicense: cc-by-nc

repositoryhttps://www.medrxiv.org/content/medrxiv/early/2025/02/09/2025.02.04.25321675.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2025.02.04.25321675

repositoryhttps://doi.org/10.1101/2025.02.04.25321675

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39974074

Fields of Study

Sleep and related disordersSleep and Wakefulness ResearchObstructive Sleep Apnea ResearchMedicine

Keywords

Sleep (system call)Foundation (evidence)DiseaseMedicinePsychologyComputer scienceInternal medicineHistory

Related Papers (1)

The National Sleep Research Resource: making data findable, accessible, interoperable, reusable and promoting sleep science

Top 35%

0.568DataRank

SLEEP(2024)

co-cited

10.1093/sleep/zsae088

A Multimodal Sleep Foundation Model for Disease Prediction

FAIR Checklist

DataRank Breakdown

Top 5 citers driving the network score

Authors (12)

Funding (35 grants)

Impact

Open Access

Topics

Related Papers (1)