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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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Grouped sparse projection


Dec 11, 2019
Nicolas Gillis, Riyasat Ohib, Sergey Plis, Vamsi Potluru

* 21 pages, 12 figures; affiliation corrected, grant added 

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Transfer Learning of fMRI Dynamics


Nov 16, 2019
Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Sergey Plis

* Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract 

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Prediction of Progression to Alzheimer's disease with Deep InfoMax


May 01, 2019
Alex Fedorov, R Devon Hjelm, Anees Abrol, Zening Fu, Yuhui Du, Sergey Plis, Vince D. Calhoun

* Accepted to 2019 IEEE Biomedical and Health Informatics (BHI) as a conference paper 

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Improving Classification Rate of Schizophrenia Using a Multimodal Multi-Layer Perceptron Model with Structural and Functional MR


Apr 04, 2018
Alvaro Ulloa, Sergey Plis, Vince Calhoun


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Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments


Apr 02, 2018
Łukasz Kidziński, Sharada Prasanna Mohanty, Carmichael Ong, Zhewei Huang, Shuchang Zhou, Anton Pechenko, Adam Stelmaszczyk, Piotr Jarosik, Mikhail Pavlov, Sergey Kolesnikov, Sergey Plis, Zhibo Chen, Zhizheng Zhang, Jiale Chen, Jun Shi, Zhuobin Zheng, Chun Yuan, Zhihui Lin, Henryk Michalewski, Piotr Miłoś, Błażej Osiński, Andrew Melnik, Malte Schilling, Helge Ritter, Sean Carroll, Jennifer Hicks, Sergey Levine, Marcel Salathé, Scott Delp

* 27 pages, 17 figures 

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Almost instant brain atlas segmentation for large-scale studies


Nov 01, 2017
Alex Fedorov, Eswar Damaraju, Vince Calhoun, Sergey Plis


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End-to-end learning of brain tissue segmentation from imperfect labeling


Jun 05, 2017
Alex Fedorov, Jeremy Johnson, Eswar Damaraju, Alexei Ozerin, Vince Calhoun, Sergey Plis

* Published as a conference paper at IJCNN 2017 Preprint version 

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Causal Discovery from Subsampled Time Series Data by Constraint Optimization


Jul 13, 2016
Antti Hyttinen, Sergey Plis, Matti Järvisalo, Frederick Eberhardt, David Danks

* International Conference on Probabilistic Graphical Models, PGM 2016 

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