Sergey Plis

Causal Learning through Deliberate Undersampling

Sergey Plis | Feb 20, 2023 | Publications

Authors : Kseniya Solovyeva, David Danks, Mohammadsajad Abavisani, Sergey Plis

Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer’s phenotypes

Sergey Plis | Sep 7, 2022 | Publications

Authors : Alex Fedorov, Eloy Geenjaar, Lei Wu, Tristan Sylvain, Thomas P DeRamus, Margaux Luck, Maria Misiura, R Devon Hjelm, Sergey M Plis, Vince D Calhoun

Pipeline-Invariant Representation Learning for Neuroimaging

Sergey Plis | Aug 27, 2022 | Publications

Authors : Xinhui Li, Alex Fedorov, Mrinal Mathur, Anees Abrol, Gregory Kiar, Sergey Plis, Vince Calhoun

Interpreting models interpreting brain dynamics

Sergey Plis | Jul 21, 2022 | Publications

Authors : Md Rahman, Usman Mahmood, Noah Lewis, Harshvardhan Gazula, Alex Fedorov, Zening Fu, Vince D Calhoun, Sergey M Plis

Mind the gap: functional network connectivity interpolation between schizophrenia patients and controls using a variational autoencoder

Sergey Plis | Jul 11, 2022 | Publications

Authors : Xinhui Li, Eloy Geenjaar, Zening Fu, Sergey Plis, Vince Calhoun

Statelets: Capturing recurrent transient variations in dynamic functional network connectivity

Sergey Plis | Jun 1, 2022 | Publications

Authors : Md Abdur Rahaman, Eswar Damaraju, Debbrata K Saha, Sergey M Plis, Vince D Calhoun

Constraint-Based Causal Structure Learning from Undersampled Graphs

Sergey Plis | May 18, 2022 | Publications

Authors : Mohammadsajad Abavisani, David Danks, Sergey Plis Publication date : 2022/5/18

Privacy‐preserving quality control of neuroimaging datasets in federated environments

Sergey Plis | May 1, 2022 | Publications

Authors : Debbrata K Saha, Vince D Calhoun, Yuhui Du, Zening Fu, Soo Min Kwon, Anand D Sarwate, Sandeep R Panta, Sergey M Plis

Decentralized Brain Age Estimation using MRI Data

Sergey Plis | Apr 5, 2022 | Publications

Authors : Sunitha Basodi, Rajikha Raja, Bhaskar Ray, Harshvardhan Gazula, Anand D Sarwate, Sergey Plis, Jingyu Liu, Eric Verner, Vince D Calhoun

Geometrically Guided Saliency Maps

Sergey Plis | Mar 5, 2022 | Publications

Authors : Md Mahfuzur Rahman, Noah Lewis, Sergey Plis Publication date : 2014/3/1

Three‐way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data

Sergey Plis | Mar 1, 2022 | Publications

Authors : Shile Qi, Rogers F Silva, Daoqiang Zhang, Sergey M Plis, Robyn Miller, Victor M Vergara, Rongtao Jiang, Dongmei Zhi, Jing Sui, Vince D Calhoun

Deep learning in neuroimaging: Promises and challenges

Sergey Plis | Feb 24, 2022 | Publications

Authors : Weizheng Yan, Gang Qu, Wenxing Hu, Anees Abrol, Biao Cai, Chen Qiao, Sergey M Plis, Yu-Ping Wang, Jing Sui, Vince D Calhoun

Federated analysis in COINSTAC reveals functional network connectivity and spectral links to smoking and alcohol consumption in nearly 2,000 adolescent brains

Sergey Plis | Jan 1, 2022 | Publications

Authors : Harshvardhan Gazula, Kelly Rootes-Murdy, Bharath Holla, Sunitha Basodi, Zuo Zhang, Eric Verner, Ross Kelly, Pratima Murthy, Amit Chakrabarti, Debasish Basu, Subodh Bhagyalakshmi Nanjayya, Rajkumar Lenin Singh, Roshan Lourembam Singh, Kartik Kalyanram, Kamakshi Kartik, Kumaran Kalyanaraman, Krishnaveni Ghattu, Rebecca Kuriyan, Sunita Simon Kurpad, Gareth J Barker, Rose Dawn Bharath, Sylvane Desrivieres, Meera Purushottam, Dimitri Papadopoulos Orfanos, Eesha Sharma, Matthew Hickman, Mireille Toledano, Nilakshi Vaidya, Tobias Banaschewski, Arun LW Bokde, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Tomáš Paus, Luise Poustka, Juliane H Fröhner, Lauren Robinson, Michael N Smolka, Henrik Walter, Jeanne Winterer, Robert Whelan, Jessica A Turner, Anand D Sarwate, Sergey M Plis, Vivek Benegal, Gunter Schumann, Vince D Calhoun, IMAGEN Consortium

Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data

Sergey Plis | Jan 1, 2022 | Publications

Authors : Haleh Falakshahi, Hooman Rokham, Zening Fu, Armin Iraji, Daniel H Mathalon, Judith M Ford, Bryon A Mueller, Adrian Preda, Theo GM van Erp, Jessica A Turner, Sergey Plis, Vince D Calhoun

Single-shot pruning for offline reinforcement learning

Sergey Plis | Dec 31, 2021 | Publications

Authors : Samin Yeasar Arnob, Riyasat Ohib, Sergey Plis, Doina Precup

Federated analysis of neuroimaging data: A review of the field

Sergey Plis | Nov 22, 2021 | Publications

Authors : Elena A Allen, Eswar Damaraju, Sergey M Plis, Erik B Erhardt, Tom Eichele, Vince D Calhoun

Tracking whole-brain connectivity dynamics in the resting state

Sergey Plis | Mar 1, 2014 | Publications

Authors : Elena A Allen, Eswar Damaraju, Sergey M Plis, Erik B Erhardt, Tom Eichele, Vince D Calhoun

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