Usman Mahmood
Georgia State University
H-index: 5
North America-United States
Top articles of Usman Mahmood
Self-Supervised Mental Disorder Classifiers via Time Reversal
2023/6/18
Glacier: glass-box transformer for interpretable dynamic neuroimaging
2023/6/4
Usman Mahmood
H-Index: 2
Sergey Plis
H-Index: 22
Through the looking glass: Deep interpretable dynamic directed connectivity in resting fMRI
Neuroimage
2022/12/1
Interpreting models interpreting brain dynamics
Scientific Reports
2022/7/21
Usman Mahmood
H-Index: 2
Alex Fedorov
H-Index: 7
Fusion Subspace Clustering for Incomplete Data
2022/7/18
Usman Mahmood
H-Index: 2
Deep dynamic effective connectivity estimation from multivariate time series
2022/7/18
Usman Mahmood
H-Index: 2
Sergey Plis
H-Index: 22
Spatio-temporal Deep Learning Architectures for Data-Driven Learning of Brain’s Network Connectivity
2022
Usman Mahmood
H-Index: 2
Brain dynamics via Cumulative Auto-Regressive Self-Attention
arXiv preprint arXiv:2111.01271
2021/11/1
Usman Mahmood
H-Index: 2
Sergey Plis
H-Index: 22
A deep learning model for data-driven discovery of functional connectivity
Algorithms
2021/2/26
Usman Mahmood
H-Index: 2
Sergey Plis
H-Index: 22
ATTEND TO CONNECT: END-TO-END BRAIN FUNC-TIONAL CONNECTIVITY ESTIMATION
2021
Usman Mahmood
H-Index: 2
Sergey Plis
H-Index: 22
Multi network InfoMax: A pre-training method involving graph convolutional networks
arXiv preprint arXiv:2111.01276
2021/11/1
Usman Mahmood
H-Index: 2
Sergey Plis
H-Index: 22
Whole MILC: generalizing learned dynamics across tasks, datasets, and populations
2020
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