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Disjoint Subspaces for Common and Distinct Component Analysis: Application to the Fusion of Multi-task FMRI Data

BACKGROUND: Data-driven methods such as independent component analysis (ICA) makes very few assumptions on the data and the relationships of multiple datasets, and hence, are attractive for the fusion of medical imaging data. Two important extensions of ICA for multiset fusion are the joint ICA (jIC...

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Bibliographische Detailangaben
Veröffentlicht in:J Neurosci Methods
Hauptverfasser: Akhonda, M. A. B. S., Gabrielson, Ben, Bhinge, Suchita, Calhoun, Vince D., Adali, Tülay
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8217295/
https://ncbi.nlm.nih.gov/pubmed/33957159
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2021.109214
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