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ORCIDUsman Mahmood
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2020 – today
- 2023
[c5]Usman Mahmood, Zening Fu, Vince D. Calhoun
, Sergey M. Plis:
Glacier: Glass-Box Transformer for Interpretable Dynamic Neuroimaging. ICASSP 2023: 1-5- [c4]Zafar Iqbal, Usman Mahmood, Zening Fu, Sergey M. Plis:
Self-Supervised Mental Disorder Classifiers via Time Reversal. IJCNN 2023: 1-7 - 2022
- [j5]Usman Mahmood, Zening Fu, Satrajit S. Ghosh, Vince D. Calhoun, Sergey M. Plis:
Through the looking glass: Deep interpretable dynamic directed connectivity in resting fMRI. NeuroImage 264: 119737 (2022) - [c3]Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series. IJCNN 2022: 1-10 - [c2]Usman Mahmood, Daniel L. Pimentel-Alarcón:
Fusion Subspace Clustering for Incomplete Data. IJCNN 2022: 1-8 - [i11]Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series. CoRR abs/2202.02393 (2022) - [i10]Usman Mahmood, Daniel L. Pimentel-Alarcón:
Fusion Subspace Clustering for Incomplete Data. CoRR abs/2205.10872 (2022) - [i9]Zafar Iqbal, Usman Mahmood, Zening Fu, Sergey M. Plis:
Self-Supervised Mental Disorder Classifiers via Time Reversal. CoRR abs/2211.16398 (2022) - 2021
- [j4]Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
A Deep Learning Model for Data-Driven Discovery of Functional Connectivity. Algorithms 14(3): 75 (2021) - [j3]Usman Mahmood, Robik Shrestha, David D. B. Bates, Lorenzo Mannelli, Giuseppe Corrias, Yusuf E. Erdi, Christopher Kanan:
Detecting Spurious Correlations With Sanity Tests for Artificial Intelligence Guided Radiology Systems. Frontiers Digit. Health 3: 671015 (2021) - [i8]Usman Mahmood, Robik Shrestha, David D. B. Bates, Lorenzo Mannelli, Giuseppe Corrias, Yusuf E. Erdi, Christopher Kanan:
Detecting Spurious Correlations with Sanity Tests for Artificial Intelligence Guided Radiology Systems. CoRR abs/2103.03048 (2021) - [i7]Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Brain dynamics via Cumulative Auto-Regressive Self-Attention. CoRR abs/2111.01271 (2021) - [i6]Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Multi network InfoMax: A pre-training method involving graph convolutional networks. CoRR abs/2111.01276 (2021) - [i5]Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
A deep learning model for data-driven discovery of functional connectivity. CoRR abs/2112.04013 (2021) - 2020
- [j2]Brian Quinn, Yiming Gao, Usman Mahmood, Neeta Pandit-Taskar, Gerald Behr, Pat Zanzonico, Lawrence T. Dauer:
Patient-adapted organ absorbed dose and effective dose estimates in pediatric 18F-FDG positron emission tomography/computed tomography studies. BMC Medical Imaging 20(1): 9 (2020) - [c1]Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Noah Lewis, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Whole MILC: Generalizing Learned Dynamics Across Tasks, Datasets, and Populations. MICCAI (7) 2020: 407-417 - [i4]Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Noah Lewis, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Whole MILC: generalizing learned dynamics across tasks, datasets, and populations. CoRR abs/2007.16041 (2020)
2010 – 2019
- 2019
- [i3]Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Sergey M. Plis:
Transfer Learning of fMRI Dynamics. CoRR abs/1911.06813 (2019) - [i2]Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Vince D. Calhoun, Sergey M. Plis:
Learnt dynamics generalizes across tasks, datasets, and populations. CoRR abs/1912.03130 (2019) - 2018
- [i1]Daniel L. Pimentel-Alarcón, Usman Mahmood:
Fusion Subspace Clustering: Full and Incomplete Data. CoRR abs/1808.00628 (2018) - 2017
- [j1]Yiming Gao, Brian Quinn, Usman Mahmood, Daniel Long, Yusuf E. Erdi, Jean St. Germain, Neeta Pandit-Taskar, X. George Xu, Wesley E. Bolch, Lawrence T. Dauer:
A comparison of pediatric and adult CT organ dose estimation methods. BMC Medical Imaging 17(1): 28:1-28:17 (2017)
Coauthor Index
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