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Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning

SLEEP(2020)10.1093/sleep/zsaa112Source: DataRank Database

Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning is a research paper published in SLEEP (2020). On theSindex it has a DataRank of 2.5. It has been cited 73 times, with 60 citing works in its 1-hop citation network.

N/A

2.5DataRank · unranked

Scored on demand from live citation data

Open Access73 citations · 60 citing works in its network

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Linked data & code

doi

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (17 grants)Impact (FWCI 4.37)OA: hybridTopics (31)IDs (PubMed, PMC, OpenAlex)Annotations (1)SDGs (1)

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 26%Citation Network 74%

Base Score Contribution

0.646

From this paper's citation signal

Citation Network Contribution

1.8

From 51 citing papers with measurable signal

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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 60 citers.

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Journal of Clinical Sleep Medicine202152 citations38 referencesContributes 0.104
Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network
IEEE Journal of Biomedical and Health Informatics202138 citations46 referencesContributes 0.080
Sleep EEG and respiratory biomarkers of sudden unexpected death in epilepsy (SUDEP): a case–control study
The Lancet Neurology202519 citations38 referencesContributes 0.079

Authors (8)

Haoqi Sun ORCID,Kyle R. Pellerin ORCID,Milena Pavlova ORCID,Rani A. Sarkis ORCID,Sydney S. Cash ORCID

Live enrichment

PubMed:32478820 PMC:PMC7686563 OpenAlex:https://openalex.org/W3032709845

National Institutes of Health

Grant: 1R01NS102190

National Institutes of Health

Grant: 1R01NS102574

National Institutes of Health

Grant: 1R01NS107291

National Institutes of Health

Grant: 1RF1AG064312

NINDS NIH HHS

Grant: R01 NS102190

NINDS NIH HHS

Grant: R01 NS107291

NIA NIH HHS

Grant: RF1 AG064312

NINDS NIH HHS

Grant: K23 NS101037

National Institutes of Health

Grant: 5R01NS062092-05

Neurophysiology of Human Cortical Epilepsy

National Institutes of Health

Grant: 5K24NS088568-03

Seizure focus delineation using spontaneous and stimulus evoked EEG features

National Institutes of Health

Grant: 1RF1AG064312-01

Integrative Motor Activity Biomarker for the Risk of Alzheimer's Risk

National Institutes of Health

Grant: 5R01NS102574-05

Multimodal Network Connectivity Architecture (MOCA) of the Brain and its Role in the Recovery of Consciousness in Comatose Cardiac Arrest Patients

National Institutes of Health

Grant: 7R01NS102190-06

Investigation of Sleep

American Federation for Aging Research

American Academy of Neurology Institute

National Heart, Lung, and Blood Institute

Glenn Foundation

FWCI

4.37

Citation Percentile

1.0%

Citation Trend

2021

2022

2023

2024

2025

2026

hybridLicense: other-oa

journalhttps://academic.oup.com/sleep/article-pdf/43/11/zsaa112/34499397/zsaa112.pdf

publisherhttps://academic.oup.com/sleep/article-pdf/43/11/zsaa112/34499397/zsaa112.pdf

publisherhttp://academic.oup.com/sleep/advance-article-pdf/doi/10.1093/sleep/zsaa112/33452135/zsaa112.pdf

publisherhttp://academic.oup.com/sleep/article-pdf/43/11/zsaa112/34499397/zsaa112.pdf

journalhttps://doi.org/10.1093/sleep/zsaa112

Fields of Study

EEG and Brain-Computer InterfacesSleep and Wakefulness ResearchSleep and related disorders03 medical and health sciences0302 clinical medicine

MeSH Terms

Deep LearningElectroencephalographyHumansScalpSleepSleep Stages

Keywords

ElectroencephalographyScalpComputer scienceConvolutional neural networkArtificial intelligencePattern recognition (psychology)Deep learningSleep (system call)Generalizability theoryArtificial neural networkPsychologyMedicineNeuroscienceEEGMachine LearningBig DataSleep StagingHumansSleep StagesSleep

Sustainable Development Goals

SDG 10: 10. No inequality

Related Papers (2)

ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing

N/A

4.6DataRank · unranked

Translational Psychiatry(2020)

co-cited

10.1038/s41398-020-0842-6

Case Report of Dual-Site Neurostimulation and Chronic Recording of Cortico-Striatal Circuitry in a Patient With Treatment Refractory Obsessive Compulsive Disorder

N/A

1.2DataRank · unranked

Frontiers in Human Neuroscience(2020)

co-cited

10.3389/fnhum.2020.569973

Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning

FAIR Checklist

DataRank Breakdown

Top 5 citers driving the network score

Authors (8)

Funding (17 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)

Related Papers (2)