Capturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning. - Krishna Dontaraju; Seung-Jun Kim 002; Mohammad A. B. S. Akhonda; Tülay Adali (ACSSC, 2018)

Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data. - Mohammad A. B. S. Akhonda; Yuri Levin-Schwartz; Suchita Bhinge; Vince D. Calhoun; Tülay Adali (ICASSP, 2018)

Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data. - Mohammad A. B. S. Akhonda; Qunfang Long; Suchita Bhinge; Vince D. Calhoun; Tülay Adali (CISS, 2019)

C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data. - Chunying Jia; Mohammad A. B. S. Akhonda; Qunfang Long; Vince D. Calhoun; Shari Waldstein; Tülay Adali (CISS, 2019)

Identification of Subgroup Differences Using IVA: Application to fMRI Data Fusion. - Zhongqiang Luo; Qunfang Long; Suchita Bhinge; Mohammad A. B. S. Akhonda; Tülay Adali (EMBC, 2020)

Joint-IVA for identification of discriminating features in EEG: Application to a driving study. - Ben Gabrielson; Mohammad A. B. S. Akhonda; Suchita Bhinge; Justin Brooks; Qunfang Long; Tülay Adali (Biomed. Signal Process. Control., 2020)

Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps. - Rui Jin; Krishna Dontaraju; Seung-Jun Kim 002; Mohammad Abu Baker Siddique Akhonda; Tülay Adali (IEEE J. Sel. Top. Signal Process., 2020)

ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm. - Ben Gabrielson; Mohammad A. B. S. Akhonda; Zois Boukouvalas; Seung-Jun Kim 002; Tülay Adali (ICASSP, 2021)

Multi-Task fMRI Data Fusion Using IVA and PARAFAC2. - Isabell Lehmann; Evrim Acar; Tanuj Hasija; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Peter J. Schreier; Tülay Adali (ICASSP, 2022)

Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data. - Hanlu Yang 001; Mohammad A. B. S. Akhonda; Fateme Ghayem; Qunfang Long; Vince D. Calhoun; Tülay Adali (ICASSP, 2022)

Association of Neuroimaging Data with Behavioral Variables: A Class of Multivariate Methods and Their Comparison Using Multi-Task FMRI Data. - Mohammad A. B. S. Akhonda; Yuri Levin-Schwartz; Vince D. Calhoun; Tülay Adali (Sensors, 2022)

Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness. - Tülay Adali; Furkan Kantar; Mohammad Abu Baker Siddique Akhonda; Stephen C. Strother; Vince D. Calhoun; Evrim Acar (IEEE Signal Process. Mag., 2022)

Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. - R. A. Borsoi; Isabell Lehmann; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Konstantin Usevich; David Brie; Tülay Adali (ICASSP, 2023)

Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression. - Ben Gabrielson; Mingyu Sun; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (ICASSP, 2023)

Fusion of Multi-Modal Neuroimaging Data and Association With Cognitive Data. - Mark D. LoPresto; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (ICASSP Workshops, 2023)

Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data. - Hanlu Yang 001; Fateme Ghayem; Ben Gabrielson; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (ICASSP, 2023)

A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis. - Mingyu Sun; Ben Gabrielson; Mohammad Abu Baker Siddique Akhonda; Hanlu Yang 001; Francisco Laport; Vince D. Calhoun; Tülay Adali (Sensors, 2023)

Fusion of Novel FMRI Features Using Independent Vector Analysis for a Multifaceted Characterization of Schizophrenia. - Chunying Jia; Mohammad Abu Baker Siddique Akhonda; Hanlu Yang 001; Vince D. Calhoun; Tülay Adali (EUSIPCO, 2024)

Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data. - Isabell Lehmann; Tanuj Hasija; Ben Gabrielson; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (IEEE Access, 2024)

An Efficient Analytic Solution for Joint Blind Source Separation. - Ben Gabrielson; Mohammad Abu Baker Siddique Akhonda; Isabell Lehmann; Tülay Adali (IEEE Trans. Signal Process., 2024)