Multi-Task fMRI Data Fusion Using IVA and PARAFAC2

Author:

Lehmann Isabell1,Acar Evrim2,Hasija Tanuj1,Akhonda M.A.B.S.3,Calhoun Vince D.4,Schreier Peter J.1,Adali Tulay3

Affiliation:

1. Paderborn University,Signal and System Theory Group,Germany

2. Simula Metropolitan Center for Digital Engineering,Oslo,Norway

3. University of Maryland,Dept.of CSEE,Baltimore County

4. Emory University,Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech,Atlanta,GA

Publisher

IEEE

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A survey of artificial intelligence approaches in blind source separation;Neurocomputing;2023-12

2. A Novel Approach for Transfer Learning Motor Imagery Classification Based on IVA;2023 31st European Signal Processing Conference (EUSIPCO);2023-09-04

3. Applying Independent Vector Analysis on EEG-Based Motor Imagery Classification;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

4. Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

5. A GLRT for estimating the number of correlated components in sample-poor mCCA;2022 30th European Signal Processing Conference (EUSIPCO);2022-08-29

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