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Bradley Baker
Bradley Baker
Georgia Institute of Technology
Verified email at gsu.edu
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Cited by
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
302015
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
142019
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
112018
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
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
62020
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
52020
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
42019
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
12022
Efficient Distributed Auto-Differentiation
BT Baker, VD Calhoun, B Pearlmutter, SM Plis
arXiv preprint arXiv:2102.09631, 2021
12021
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
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
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
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
2021
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