Usman Mahmood

According to our database, Usman Mahmood authored at least 15 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Self-Supervised Mental Disorder Classifiers via Time Reversal.

Zafar Iqbal, Usman Mahmood, Zening Fu, Sergey M. Plis

Proceedings of the International Joint Conference on Neural Networks, 2023

Glacier: Glass-Box Transformer for Interpretable Dynamic Neuroimaging.

Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Through the looking glass: Deep interpretable dynamic directed connectivity in resting fMRI.

Usman Mahmood, Zening Fu, Satrajit S. Ghosh, Vince D. Calhoun, Sergey M. Plis

NeuroImage, 2022

Fusion Subspace Clustering for Incomplete Data.

Usman Mahmood, Daniel L. Pimentel-Alarcón

Proceedings of the International Joint Conference on Neural Networks, 2022

Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series.

Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Detecting Spurious Correlations With Sanity Tests for Artificial Intelligence Guided Radiology Systems.

Usman Mahmood, Robik Shrestha, David D. B. Bates, Lorenzo Mannelli, Giuseppe Corrias, Yusuf E. Erdi, Christopher Kanan

Frontiers Digit. Health, 2021

Multi network InfoMax: A pre-training method involving graph convolutional networks.

Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis

CoRR, 2021

Brain dynamics via Cumulative Auto-Regressive Self-Attention.

Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis

CoRR, 2021

A Deep Learning Model for Data-Driven Discovery of Functional Connectivity.

Usman Mahmood, Zening Fu, Vince D. Calhoun, Sergey M. Plis

Algorithms, 2021

2020

Patient-adapted organ absorbed dose and effective dose estimates in pediatric 18F-FDG positron emission tomography/computed tomography studies.

Brian Quinn, Yiming Gao, Usman Mahmood, Neeta Pandit-Taskar, Gerald Behr, Pat Zanzonico, Lawrence T. Dauer

BMC Medical Imaging, 2020

Whole MILC: Generalizing Learned Dynamics Across Tasks, Datasets, and Populations.

Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Noah Lewis, Zening Fu, Vince D. Calhoun, Sergey M. Plis

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Learnt dynamics generalizes across tasks, datasets, and populations.

Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Vince D. Calhoun, Sergey M. Plis

CoRR, 2019

Transfer Learning of fMRI Dynamics.

Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Sergey M. Plis

CoRR, 2019

2018

Fusion Subspace Clustering: Full and Incomplete Data.

Daniel L. Pimentel-Alarcón, Usman Mahmood

CoRR, 2018

2017

A comparison of pediatric and adult CT organ dose estimation methods.

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

BMC Medical Imaging, 2017