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Debbrata Kumar Saha
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See without looking: joint visualization of sensitive multi-site datasets.
DK Saha, VD Calhoun, SR Panta, SM Plis
IJCAI, 2672-2678, 2017
302017
A classification-based approach to estimate the number of resting functional magnetic resonance imaging dynamic functional connectivity states
DK Saha, E Damaraju, B Rashid, A Abrol, SM Plis, VD Calhoun
Brain connectivity 11 (2), 132-145, 2021
19*2021
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
102020
Privacy‐preserving quality control of neuroimaging datasets in federated environments
DK Saha, VD Calhoun, Y Du, Z Fu, SM Kwon, AD Sarwate, SR Panta, ...
Human Brain Mapping 43 (7), 2289-2310, 2022
82022
dSNE: a visualization approach for use with decentralized data
DK Saha, VD Calhoun, Y Du, Z Fu, SR Panta, SM Plis
BioRxiv, 826974, 2019
82019
Classification as a criterion to select model order for dynamic functional connectivity states in rest-fMRI data
DK Saha, A Abrol, E Damaraju, B Rashid, SM Plis, VD Calhoun
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
72019
Statelets: Capturing recurrent transient variations in dynamic functional network connectivity
MA Rahaman, E Damaraju, DK Saha, SM Plis, VD Calhoun
Human Brain Mapping 43 (8), 2503-2518, 2022
32022
Longitudinal whole-brain functional network change patterns over a two-year period in the abcd data
R Saha, DK Saha, MA Rahaman, Z Fu, VD Calhoun
2022 IEEE 19th international symposium on biomedical imaging (ISBI), 1-4, 2022
32022
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
22022
Statelets: A novel multi-dimensional state-shape representation of brain functional connectivity dynamics
MA Rahaman, E Damaraju, DK Saha, VD Calhoun, SM Plis
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1822-1826, 2021
22021
Statelets: high dimensional predominant shapes in dynamic functional network connectivity
MA Rahaman, E Damaraju, DK Saha, SM Plis, VD Calhoun
bioRxiv, 2020.08. 16.252999, 2020
22020
Multimodal fusion of functional and structural data to recognize longitudinal change patterns in the adolescent brain
R Saha, DK Saha, Z Fu, RF Silva, VD Calhoun
2023 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2023
12023
A method to estimate longitudinal change patterns in functional network connectivity of the developing brain relevant to psychiatric problems, cognition, and age
R Saha, DK Saha, MA Rahaman, J Liu, Z Fu, VD Calhoun
Brain Connectivity, 2024
2024
Neuromark PET: A multivariate method for Estimating and comparing whole brain functional networks and connectomes from fMRI and PET data
DK Saha, A Bohsali, R Saha, I Hajjar, V Calhoun
bioRxiv, 2024.01. 10.575131, 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
A Multivariate Method for Estimating and comparing whole brain functional connectomes from fMRI and PET data
DK Saha, A Bohsali, R Saha, I Hajjar, VD Calhoun
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Federated, Fast, and Private Visualization of Decentralized Data
DK Saha, V Calhoun, SM Kwon, A Sarwate, R Saha, S Plis
Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023
2023
Information Bottleneck for Multi-Task LSTMs
BT Baker, N Lewis, D Saha, MA Rahaman, S Plis, V Calhoun
NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems, 2022
2022
A BRUTE FORCE APPROACH TO IMPROVE THE CLASSIFICATION ACCURACY IN RESTING STATE FMRI DATA
DK Saha, E Damaraju, B Rashid, A Abrol, S Plis, V Calhoun
Visualizing Neuroimaging Data Located at Different Sites with Privacy Guarantees
DK Saha, VD Calhoun, Y Du, Z Fu, SR Panta, SM Kwon, AD Sarwate, ...
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Articles 1–20