Usman Mahmood

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Incomplete Data

Subgraph Mining

Transfer Learning

Positron Emission Tomography

Top Venues

BMC Medical Imaging

Publications

Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis
Glacier: Glass-Box Transformer for Interpretable Dynamic Neuroimaging. ICASSP (2023)
Zafar Iqbal, Usman Mahmood, Zening Fu, Sergey M. Plis
Self-Supervised Mental Disorder Classifiers via Time Reversal. IJCNN (2023)
Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey Plis
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series. CoRR (2022)
Zafar Iqbal, Usman Mahmood, Zening Fu, Sergey M. Plis
Self-Supervised Mental Disorder Classifiers via Time Reversal. CoRR (2022)
Usman Mahmood, Daniel L. Pimentel-Alarcón
Fusion Subspace Clustering for Incomplete Data. IJCNN (2022)
Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series. IJCNN (2022)
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 (2022)
Usman Mahmood, Daniel L. Pimentel-Alarcón
Fusion Subspace Clustering for Incomplete Data. CoRR (2022)
Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis
Brain dynamics via Cumulative Auto-Regressive Self-Attention. CoRR (2021)
Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis
A deep learning model for data-driven discovery of functional connectivity. CoRR (2021)
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 (2021)
Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis
Multi network InfoMax: A pre-training method involving graph convolutional networks. CoRR (2021)
Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis
A Deep Learning Model for Data-Driven Discovery of Functional Connectivity. Algorithms 14 (3) (2021)
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 (2021)
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 (2020)
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) (2020)
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)
Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Vince D. Calhoun, Sergey M. Plis
Learnt dynamics generalizes across tasks, datasets, and populations. CoRR (2019)
Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Sergey M. Plis
Transfer Learning of fMRI Dynamics. CoRR (2019)
Daniel L. Pimentel-Alarcón, Usman Mahmood
Fusion Subspace Clustering: Full and Incomplete Data. CoRR (2018)
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) (2017)