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Geometrically Guided Integrated Gradients


Jun 16, 2022
Md Mahfuzur Rahman, Noah Lewis, Sergey Plis

* 19 pages, 23 figures, funding sources added 

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Constraint-Based Causal Structure Learning from Undersampled Graphs


May 18, 2022
Mohammadsajad Abavisani, David Danks, Sergey Plis


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Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series


Feb 16, 2022
Usman Mahmood, Zening Fu, Vince Calhoun, Sergey Plis

* In review 

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Single-Shot Pruning for Offline Reinforcement Learning


Dec 31, 2021
Samin Yeasar Arnob, Riyasat Ohib, Sergey Plis, Doina Precup


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A deep learning model for data-driven discovery of functional connectivity


Dec 07, 2021
Usman Mahmood, Zening Fu, Vince Calhoun, Sergey Plis

* Algorithms 2021, 14(3), 75 
* Accepted at Algorithms 2021, 14(3), 75 

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


Nov 01, 2021
Usman Mahmood, Zening Fu, Vince Calhoun, Sergey Plis

* Machine Learning for Health (ML4H) - Extended Abstract 

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Brain dynamics via Cumulative Auto-Regressive Self-Attention


Nov 01, 2021
Usman Mahmood, Zening Fu, Vince Calhoun, Sergey Plis

* Machine Learning for Health (ML4H) - Extended Abstract 

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Fusing multimodal neuroimaging data with a variational autoencoder


May 03, 2021
Eloy Geenjaar, Noah Lewis, Zening Fu, Rohan Venkatdas, Sergey Plis, Vince Calhoun


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Meta-modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia


Jan 06, 2020
Haleh Falakshahi, Victor M. Vergara, Jingyu Liu, Daniel H. Mathalon, Judith M. Ford, James Voyvodic, Bryon A. Mueller, Aysenil Belger, Sarah McEwen, Steven G. Potkin, Adrian Preda, Hooman Rokham, Jing Sui, Jessica A. Turner, Sergey Plis, Vince D. Calhoun

* IEEE Transactions on Biomedical Engineering, 2019 

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