| Large scale collaboration with autonomy: Decentralized data ICA BT Baker, RF Silva, VD Calhoun, AD Sarwate, SM Plis 2015 IEEE 25th international workshop on machine learning for signal …, 2015 | 33 | 2015 |
| Decentralized temporal independent component analysis: leveraging fMRI data in collaborative settings BT Baker, A Abrol, RF Silva, E Damaraju, AD Sarwate, VD Calhoun, ... NeuroImage 186, 557-569, 2019 | 15 | 2019 |
| Decentralized analysis of brain imaging data: Voxel-based morphometry and dynamic functional network connectivity H Gazula, BT Baker, E Damaraju, SM Plis, SR Panta, RF Silva, ... Frontiers in neuroinformatics 12, 375147, 2018 | 12 | 2018 |
| Coinstac: Collaborative informatics and neuroimaging suite toolkit for anonymous computation H Gazula, R Kelly, J Romero, E Verner, BT Baker, RF Silva, H Imtiaz, ... Journal of Open Source Software 5 (54), 2166, 2020 | 11 | 2020 |
| Privacy-preserving source separation for distributed data using independent component analysis H Imtiaz, R Silva, B Baker, SM Plis, AD Sarwate, V Calhoun 2016 Annual Conference on Information Science and Systems (CISS), 123-127, 2016 | 10 | 2016 |
| 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP) BT Baker, RF Silva, VD Calhoun, AD Sarwate, SM Plis | 8 | 2015 |
| Decentralized dynamic functional network connectivity: State analysis in collaborative settings BT Baker, E Damaraju, RF Silva, SM Plis, VD Calhoun Human brain mapping 41 (11), 2909-2925, 2020 | 7 | 2020 |
| Improved differentially private decentralized source separation for fMRI data H Imtiaz, J Mohammadi, R Silva, B Baker, SM Plis, AD Sarwate, ... arXiv preprint arXiv:1910.12913, 2019 | 5 | 2019 |
| Brainforge: An online data analysis platform for integrative neuroimaging acquisition, analysis, and sharing E Verner, H Petropoulos, B Baker, HJ Bockholt, J Fries, A Bohsali, R Raja, ... Concurrency and Computation: Practice and Experience 35 (18), e6855, 2023 | 4 | 2023 |
| A method for estimating and characterizing explicitly nonlinear dynamic functional network connectivity in resting-state fMRI data SM Motlaghian, V Vahidi, B Baker, A Belger, JR Bustillo, A Faghiri, ... Journal of neuroscience methods 389, 109794, 2023 | 4 | 2023 |
| A correlated noise-assisted decentralized differentially private estimation protocol, and its application to fMRI source separation H Imtiaz, J Mohammadi, R Silva, B Baker, SM Plis, AD Sarwate, ... IEEE Transactions on Signal Processing 69, 6355-6370, 2021 | 4 | 2021 |
| Multi-study evaluation of neuroimaging-based prediction of medication class in mood disorders MS Salman, E Verner, HJ Bockholt, Z Fu, M Misiura, BT Baker, E Osuch, ... Psychiatry Research: Neuroimaging 333, 111655, 2023 | 3 | 2023 |
| Individualized spatial network predictions using siamese convolutional neural networks: A resting-state fmri study of over 11,000 unaffected individuals R Hassanzadeh, RF Silva, A Abrol, M Salman, A Bonkhoff, Y Du, Z Fu, ... PloS one 17 (1), e0249502, 2022 | 3 | 2022 |
| Decentralized spatially constrained source-based morphometry DK Saha, RF Silva, BT Baker, VD Calhoun 2022 IEEE 19th international symposium on biomedical imaging (ISBI), 1-5, 2022 | 2 | 2022 |
| Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility D Martin, S Basodi, S Panta, K Rootes-Murdy, P Prae, AD Sarwate, ... Frontiers in Neuroinformatics 17, 1207721, 2023 | 1 | 2023 |
| Peering beyond the gradient veil with distributed auto differentiation BT Baker, A Khanal, VD Calhoun, B Pearlmutter, SM Plis arXiv preprint arXiv:2102.09631, 2021 | 1 | 2021 |
| Efficient distributed auto-differentiation BT Baker, VD Calhoun, B Pearlmutter, SM Plis arXiv: 2102.09631, 2021 | 1 | 2021 |
| Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment BT Baker, MS Salman, Z Fu, A Iraji, E Osuch, J Bockholt, VD Calhoun arXiv preprint arXiv:2402.07858, 2024 | | 2024 |
| Low-Rank Learning by Design: the Role of Network Architecture and Activation Linearity in Gradient Rank Collapse BT Baker, BA Pearlmutter, R Miller, VD Calhoun, SM Plis arXiv preprint arXiv:2402.06751, 2024 | | 2024 |
| dcSBM: A federated constrained source‐based morphometry approach for multivariate brain structure mapping DK Saha, RF Silva, BT Baker, R Saha, VD Calhoun Human Brain Mapping 44 (17), 5892-5905, 2023 | | 2023 |
