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Efficient Blind Source Separation Method for fMRI Using Autoencoder and Spatiotemporal Sparsity Constraints

IEEE Access(2023)10.1109/access.2023.3277543Source: DataRank Database

Efficient Blind Source Separation Method for fMRI Using Autoencoder and Spatiotemporal Sparsity Constraints is a research paper published in IEEE Access (2023). On theSindex it has a DataRank of 0. It has been cited 13 times.

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Open Access13 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)OA: goldTopics (10)IDs (PubMed)

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Accessible (1/2)

Open Access

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Reusable (0/3)

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Authors (3)

Bilal A. Khawaja ORCID,Malik Muhammad Nauman ORCID,Muhammad Usman Khalid ORCID

Live enrichment

PubMed:19910364

Universiti Brunei Darussalam

Grant: UBD/RSCH/URC/RG(b)/2020/018

National Institutes of Health

Grant: 3U54MH091657-03S1

Mapping the Human Connectome: Structure, Function, and Heritability

Natural Sciences and Engineering Research Council of Canada

Grant: unidentified

unidentified

goldLicense: CC BY NC ND

publisherhttps://ieeexplore.ieee.org/ielx7/6287639/10005208/10128979.pdf

publisherhttp://xplorestaging.ieee.org/ielx7/6287639/10005208/10128979.pdf?arnumber=10128979

repositoryhttps://doaj.org/article/be195276b34a4dc4b720f08ff5d21c51

https://doi.org/10.1109/access.2023.3277543

https://doi.org/10.1109/ACCESS.2023.3277543

Fields of Study

0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

autoencoderPCAfMRIactivation mapsElectrical engineering. Electronics. Nuclear engineeringSparse representationBSSTK1-9971