Bradley Baker
Bradley Baker
Georgia Institute of Technology
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Cited by
Cited by
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
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
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, 55, 2018
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
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
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
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
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
Efficient Distributed Auto-Differentiation
BT Baker, VD Calhoun, B Pearlmutter, SM Plis
arXiv preprint arXiv:2102.09631, 2021
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
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, e6855, 2022
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
Peering Beyond the Gradient Veil with Distributed Auto Differentiation
BT Baker, A Khanal, VD Calhoun, B Pearlmutter, SM Plis
arXiv e-prints, arXiv: 2102.09631, 2021
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