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Three layered sparse dictionary learning algorithm for enhancing the subject wise segregation of brain networks

Abstract Independent component analysis (ICA) and dictionary learning (DL) are the most successful blind source separation (BSS) methods for functional magnetic resonance imaging (fMRI) data analysis. However, ICA to higher and DL to lower extent may suffer from performance degradation by the presen...

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Bibliografiska uppgifter
Huvudupphov: Muhammad Usman Khalid, Malik Muhammad Nauman, Sheeraz Akram, Kamran Ali
Materialtyp: Artigo
Språk:Inglês
Utgiven: Nature Portfolio 2024-08-01
Serie:Scientific Reports
Länkar:https://doi.org/10.1038/s41598-024-69647-2
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