Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis

Objective: Analysis of functional magnetic resonance imaging (fMRI) data from multiple subjects is at the heart of many medical imaging studies, and approaches based on dictionary learning (DL) are recently noted as promising solutions to the problem. However, the DL-based methods for fMRI analysis...

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Veröffentlicht in:IEEE transactions on biomedical engineering Jg. 65; H. 11; S. 2519 - 2528
Hauptverfasser: Iqbal, Asif, Seghouane, Abd-Krim, Adali, Tulay
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States IEEE 01.11.2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0018-9294, 1558-2531, 1558-2531
Online-Zugang:Volltext
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