Sergey Plis

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Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)Dirección de correo verificada de gsu.edu
Eswar DamarajuChildren's Healthcare of AtlantaDirección de correo verificada de choa.org
Jessica TurnerThe Ohio State University, Wexner Medical CenterDirección de correo verificada de osumc.edu
Rogers F SilvaTReNDS Center (Translational Research in Neuroimaging and Data Science); GSU/GATech/EmoryDirección de correo verificada de gsu.edu
R Devon HjelmApple MLR, MilaDirección de correo verificada de apple.com
Zening FuTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDSDirección de correo verificada de gsu.edu
Anand SarwateAssociate Professor, Rutgers UniversityDirección de correo verificada de rutgers.edu
Jing SuiProfessor, State Key Lab of Cognitive Neuroscience & Learning, BNUDirección de correo verificada de bnu.edu.cn
Tom EicheleHead of Clinical Neurophysiology, Haukeland university hospitalDirección de correo verificada de helse-bergen.no
Elena AllenRodin ScientificDirección de correo verificada de rodinscientific.com
Alex FedorovEmory UniversityDirección de correo verificada de emory.edu
Anees AbrolResearch Scientist II, GSU/GATech/Emory TReNDS CenterDirección de correo verificada de gsu.edu
Erik Barry ErhardtProfessor of Statistics, University of New MexicoDirección de correo verificada de stat.unm.edu
Vamsi Krishna PotluruResearcherDirección de correo verificada de jpmchase.com
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyDirección de correo verificada de umbc.edu
Heather Terran Laneathenahealth, Inc.Dirección de correo verificada de illation.net
sandeep pantaSoftware engineerDirección de correo verificada de gsu.edu
Mohammad Reza Arbabshirani, PhDAmazon Web ServicesDirección de correo verificada de amazon.com
Sung Chan JunAI Graduate School/School of EECS, Gwangju Institute of Science and TechnologyDirección de correo verificada de gist.ac.kr
David DanksProfessor of Data Science, Philosophy, & Policy; UC San DiegoDirección de correo verificada de ucsd.edu

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Sergey Plis

TReNDS center: GSU, Emory, and GATech

Dirección de correo verificada de gsu.edu

Machine learning in brain imaging and beyond


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Tracking whole-brain connectivity dynamics in the resting state EA Allen, E Damaraju, SM Plis, EB Erhardt, T Eichele, VD Calhoun Cerebral cortex 24 (3), 663-676, 2014	3052	2014
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls MR Arbabshirani, S Plis, J Sui, VD Calhoun Neuroimage 145, 137-165, 2017	962	2017
Deep learning for neuroimaging: a validation study SM Plis, DR Hjelm, R Salakhutdinov, EA Allen, HJ Bockholt, JD Long, ... Frontiers in neuroscience 8, 229, 2014	689	2014
Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data A Aliper, S Plis, A Artemov, A Ulloa, P Mamoshina, A Zhavoronkov Molecular pharmaceutics 13 (7), 2524-2530, 2016	660	2016
Analysis of multimodal neuroimaging data F Biessmann, S Plis, FC Meinecke, T Eichele, KR Muller IEEE reviews in biomedical engineering 4, 26-58, 2011	194	2011
Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning A Abrol, Z Fu, M Salman, R Silva, Y Du, S Plis, V Calhoun Nature communications 12 (1), 353, 2021	188	2021
Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks RD Hjelm, VD Calhoun, R Salakhutdinov, EA Allen, T Adali, SM Plis NeuroImage 96, 245-260, 2014	183	2014
Deep residual learning for neuroimaging: an application to predict progression to Alzheimer’s disease A Abrol, M Bhattarai, A Fedorov, Y Du, S Plis, V Calhoun, ... Journal of neuroscience methods 339, 108701, 2020	172	2020
Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks H Jang, SM Plis, VD Calhoun, JH Lee NeuroImage 145, 314-328, 2017	141	2017
Impact of autocorrelation on functional connectivity MR Arbabshirani, E Damaraju, R Phlypo, S Plis, E Allen, S Ma, ... Neuroimage 102, 294-308, 2014	116	2014
Learning to run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments Ł Kidziński, SP Mohanty, CF Ong, Z Huang, S Zhou, A Pechenko, ... The NIPS'17 Competition: Building Intelligent Systems, 121-153, 2018	103	2018
Group-level component analyses of EEG: validation and evaluation RJ Huster, SM Plis, VD Calhoun Frontiers in neuroscience 9, 254, 2015	103	2015
COINSTAC: a privacy enabled model and prototype for leveraging and processing decentralized brain imaging data SM Plis, AD Sarwate, D Wood, C Dieringer, D Landis, C Reed, SR Panta, ... Frontiers in neuroscience 10, 365, 2016	99	2016
Independent component analysis for brain fMRI does indeed select for maximal independence VD Calhoun, VK Potluru, R Phlypo, RF Silva, BA Pearlmutter, A Caprihan, ... PloS one 8 (8), e73309, 2013	95	2013
Modular organization of functional network connectivity in healthy controls and patients with schizophrenia during the resting state Q Yu, SM Plis, EB Erhardt, EA Allen, J Sui, KA Kiehl, G Pearlson, ... Frontiers in systems neuroscience 5, 103, 2012	95	2012
Automated interpretation of clinical electroencephalograms using artificial intelligence J Tveit, H Aurlien, S Plis, VD Calhoun, WO Tatum, DL Schomer, V Arntsen, ... JAMA neurology 80 (8), 805-812, 2023	94	2023
Quantitative EEG biomarkers for mild traumatic brain injury JD Lewine, S Plis, A Ulloa, C Williams, M Spitz, J Foley, K Paulson, ... Journal of Clinical Neurophysiology 36 (4), 298-305, 2019	93	2019
Disrupted correlation between low frequency power and connectivity strength of resting state brain networks in schizophrenia Q Yu, J Sui, J Liu, SM Plis, KA Kiehl, G Pearlson, VD Calhoun Schizophrenia research 143 (1), 165-171, 2013	86	2013
Spatiotemporal Bayesian inference dipole analysis for MEG neuroimaging data SC Jun, JS George, J Paré-Blagoev, SM Plis, DM Ranken, DM Schmidt, ... NeuroImage 28 (1), 84-98, 2005	80	2005
Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation AD Sarwate, SM Plis, JA Turner, MR Arbabshirani, VD Calhoun Frontiers in neuroinformatics 8, 35, 2014	69	2014

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