| ICA and IVA for data fusion: An overview and a new approach based on disjoint subspaces T Adali, M Akhonda, VD Calhoun IEEE sensors letters 3 (1), 1-4, 2018 | 34 | 2018 |
| Reproducibility in matrix and tensor decompositions: Focus on model match, interpretability, and uniqueness T Adali, F Kantar, MABS Akhonda, S Strother, VD Calhoun, E Acar IEEE Signal Processing Magazine 39 (4), 8-24, 2022 | 31 | 2022 |
| Consecutive independence and correlation transform for multimodal fusion: Application to EEG and fMRI data MABS Akhonda, Y Levin-Schwartz, S Bhinge, VD Calhoun, T Adali 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 25 | 2018 |
| Stress detection of computer user in office like working environment using neural network MABS Akhonda, SMF Islam, AS Khan, F Ahmed, MM Rahman 2014 17th International Conference on Computer and Information Technology …, 2014 | 21 | 2014 |
| Hypertensive adults exhibit lower myelin content: a multicomponent relaxometry and diffusion magnetic resonance imaging study JP Laporte, ME Faulkner, Z Gong, MABS Akhonda, L Ferrucci, JM Egan, ... Hypertension 80 (8), 1728-1738, 2023 | 15 | 2023 |
| Independent vector analysis based subgroup identification from multisubject fMRI data H Yang, MABS Akhonda, F Ghayem, Q Long, VD Calhoun, T Adali ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 14 | 2022 |
| Dictionary learning-based fMRI data analysis for capturing common and individual neural activation maps R Jin, KK Dontaraju, SJ Kim, MABS Akhonda, T Adali IEEE Journal of Selected Topics in Signal Processing 14 (6), 1265-1279, 2020 | 14 | 2020 |
| Detection of cognitive state for brain-computer interfaces MABS Akhanda, SMF Islam, MM Rahman 2013 International Conference on Electrical Information and Communication …, 2014 | 13 | 2014 |
| Lower myelin content is associated with lower gait speed in cognitively unimpaired adults ME Faulkner, JP Laporte, Z Gong, MABS Akhonda, C Triebswetter, ... The Journals of Gerontology: Series A 78 (8), 1339-1347, 2023 | 12 | 2023 |
| Evidence of an association between cerebral blood flow and microstructural integrity in normative aging using a holistic MRI approach M Kiely, C Triebswetter, Z Gong, JP Laporte, ME Faulkner, ... Journal of Magnetic Resonance Imaging 58 (1), 284-293, 2023 | 12 | 2023 |
| Multi-task fMRI data fusion using IVA and PARAFAC2 I Lehmann, E Acar, T Hasija, MABS Akhonda, VD Calhoun, PJ Schreier, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 12 | 2022 |
| Disjoint subspaces for common and distinct component analysis: Application to the fusion of multi-task FMRI data M Akhonda, B Gabrielson, S Bhinge, VD Calhoun, T Adali Journal of neuroscience methods 358, 109214, 2021 | 10 | 2021 |
| Independent vector analysis with multivariate Gaussian model: A scalable method by multilinear regression B Gabrielson, M Sun, MABS Akhonda, VD Calhoun, T Adali ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 7 | 2023 |
| Association of neuroimaging data with behavioral variables: a class of multivariate methods and their comparison using multi-task fMRI data MABS Akhonda, Y Levin-Schwartz, VD Calhoun, T Adali Sensors 22 (3), 1224, 2022 | 7 | 2022 |
| Complete model identification using independent vector analysis: application to the fusion of task FMRI data M Akhonda, B Gabrielson, VD Calhoun, T Adali 2021 IEEE Data Science and Learning Workshop (DSLW), 1-6, 2021 | 7 | 2021 |
| Capturing common and individual components in fMRI data by discriminative dictionary learning K Dontaraju, SJ Kim, M Akhonda, T Adali 2018 52nd asilomar conference on signals, systems, and computers, 1351-1356, 2018 | 7 | 2018 |
| The effect of the human brainstem myelination on gait speed in normative aging MABS Akhonda, ME Faulkner, Z Gong, JP Laporte, S Church, ... The Journals of Gerontology: Series A 78 (12), 2214-2221, 2023 | 6 | 2023 |
| Consecutive independence and correlation transform for multimodal data fusion: discovery of one-to-many associations in structural and functional imaging data C Jia, MABS Akhonda, Y Levin-Schwartz, Q Long, VD Calhoun, T Adali Applied Sciences 11 (18), 8382, 2021 | 6 | 2021 |
| ICA with orthogonality constraint: identifiability and a new efficient algorithm B Gabrielson, MABS Akhonda, Z Boukouvalas, SJ Kim, T Adali ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 6 | 2021 |
| Joint-IVA for identification of discriminating features in EEG: Application to a driving study B Gabrielson, MABS Akhonda, S Bhinge, J Brooks, Q Long, T Adali Biomedical Signal Processing and Control 61, 101948, 2020 | 6 | 2020 |
Mustapha BouhraraStadtman Principal Investigator, MRPAD Unit, National Institutes of Health (NIH)Adresse e-mail validée de mail.nih.gov
