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Bradley Baker
Bradley Baker
Georgia Institute of Technology
Verified email at gsu.edu
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Year
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
342015
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
152019
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
122018
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
112020
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
102016
2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)
BT Baker, RF Silva, VD Calhoun, AD Sarwate, SM Plis
82015
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
72023
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
72020
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
52019
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
42023
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
42021
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
32023
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
32022
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
32022
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
12024
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
12023
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
12021
Efficient distributed auto-differentiation
BT Baker, VD Calhoun, B Pearlmutter, SM Plis
arXiv: 2102.09631, 2021
12021
Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging
BT Baker, VD Calhoun, SM Plis
arXiv preprint arXiv:2406.11825, 2024
2024
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
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