Rogers F Silva

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Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)E-mail confirmado em gsu.edu
Sergey PlisTReNDS center: GSU, Emory, and GATechE-mail confirmado em gsu.edu
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyE-mail confirmado em umbc.edu
Zening FuTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDSE-mail confirmado em gsu.edu
Bradley BakerGeorgia Institute of TechnologyE-mail confirmado em gsu.edu
Eswar DamarajuChildren's Healthcare of AtlantaE-mail confirmado em choa.org
Jingyu LiuAssociate Professor at Computer Science, TReNDS center ,Georgia State UniversityE-mail confirmado em gsu.edu
Anand SarwateAssociate Professor, Rutgers UniversityE-mail confirmado em rutgers.edu
Yuhui DuShanxi UniversityE-mail confirmado em sxu.edu.cn
Armin IrajiTReNDS CenterE-mail confirmado em gsu.edu
Anees AbrolResearch Scientist II, GSU/GATech/Emory TReNDS CenterE-mail confirmado em gsu.edu
Mustafa S SalmanMoody's RMS, Georgia Institute of TechnologyE-mail confirmado em gatech.edu
Thomas DeRamusDivision of Pharamacoepidemiology, Brigham and Women's Hospital | Harvard Medical SchoolE-mail confirmado em mgb.org
Shile QiProfessor, Nanjing University of Aeronautics and AstronauticsE-mail confirmado em nuaa.edu.cn
Vamsi Krishna PotluruResearcherE-mail confirmado em jpmchase.com
Jing SuiProfessor, State Key Lab of Cognitive Neuroscience & Learning, BNUE-mail confirmado em bnu.edu.cn
Godfrey PearlsonE-mail confirmado em hhchealth.org
Rongtao JiangDepartment of Radiology and Biomedical imaging, Yale UniversityE-mail confirmado em yale.edu
Hafiz ImtiazGraduate Student, Rutgers UniversityE-mail confirmado em rutgers.edu
Barak A. PearlmutterDept of Computer Science, Maynooth UniversityE-mail confirmado em pearlmutter.net

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Rogers F Silva

TReNDS Center (Translational Research in Neuroimaging and Data Science); GSU/GATech/Emory

E-mail confirmado em gsu.edu

Subspace Learning Multimodal Neuroimaging Image & Data Analysis Combinatorial & Numerical Optimization Machine Learning


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A baseline for the multivariate comparison of resting-state networks EA Allen, EB Erhardt, E Damaraju, W Gruner, JM Segall, RF Silva, ... Frontiers in systems neuroscience 5, 2, 2011	1396	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	173	2021
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
The tenth annual MLSP competition: Schizophrenia classification challenge RF Silva, E Castro, CN Gupta, M Cetin, M Arbabshirani, VK Potluru, ... 2014 IEEE international workshop on machine learning for signal processing …, 2014	51	2014
Spatiospectral decomposition of multi-subject EEG: evaluating blind source separation algorithms on real and realistic simulated data DA Bridwell, S Rachakonda, RF Silva, GD Pearlson, VD Calhoun Brain topography 31, 47-61, 2018	45	2018
Memory efficient PCA methods for large group ICA S Rachakonda, RF Silva, J Liu, VD Calhoun Frontiers in neuroscience 10, 17, 2016	38	2016
Reward processing in novelty seekers: a transdiagnostic psychiatric imaging biomarker S Qi, G Schumann, J Bustillo, JA Turner, R Jiang, D Zhi, Z Fu, AR Mayer, ... Biological psychiatry 90 (8), 529-539, 2021	35	2021
Large scale collaboration with autonomy: Decentralized data ICA BT Baker, RF Silva, VD Calhoun, AD Sarwate, SM Plis 2015 IEEE 25th international workshop on machine learning for signal …, 2015	35	2015
Parallel group ICA+ ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia S Qi, J Sui, J Chen, J Liu, R Jiang, R Silva, A Iraji, E Damaraju, M Salman, ... Human brain mapping 40 (13), 3795-3809, 2019	29	2019
Multidataset independent subspace analysis extends independent vector analysis RF Silva, SM Plis, T Adali, VD Calhoun 2014 IEEE International Conference on Image Processing (ICIP), 2864-2868, 2014	26	2014
Multidataset independent subspace analysis with application to multimodal fusion RF Silva, SM Plis, T Adalı, MS Pattichis, VD Calhoun IEEE Transactions on Image Processing 30, 588-602, 2020	25	2020
COINSTAC: Decentralizing the future of brain imaging analysis J Ming, E Verner, A Sarwate, R Kelly, C Reed, T Kahleck, R Silva, S Panta, ... F1000Research 6, 2017	25	2017
Blind source separation for unimodal and multimodal brain networks: A unifying framework for subspace modeling RF Silva, SM Plis, J Sui, MS Pattichis, T Adalı, VD Calhoun IEEE journal of selected topics in signal processing 10 (7), 1134-1149, 2016	24	2016
Comparison of PCA approaches for very large group ICA VD Calhoun, RF Silva, T Adalı, S Rachakonda NeuroImage 118, 662-666, 2015	24	2015
Three‐way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data S Qi, RF Silva, D Zhang, SM Plis, R Miller, VM Vergara, R Jiang, D Zhi, ... Human brain mapping 43 (4), 1280-1294, 2022	16	2022
Decentralized temporal independent component analysis: leveraging fMRI data in collaborative settings BT Baker, A Abrol, RF Silva, E Damaraju, AD Sarwate, VD Calhoun, ... NeuroImage 186, 557-569, 2019	15	2019
A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging RF Silva, SM Plis, T Adalı, VD Calhoun NeuroImage 102, 92-117, 2014	15	2014
Decentralized independent vector analysis NP Wojtalewicz, RF Silva, VD Calhoun, AD Sarwate, SM Plis 2017 IEEE International conference on acoustics, speech and signal …, 2017	14	2017
Decentralized analysis of brain imaging data: Voxel-based morphometry and dynamic functional network connectivity H Gazula, BT Baker, E Damaraju, SM Plis, SR Panta, RF Silva, ... Frontiers in neuroinformatics 12, 55, 2018	13	2018
Coinstac: Collaborative informatics and neuroimaging suite toolkit for anonymous computation H Gazula, R Kelly, J Romero, E Verner, BT Baker, RF Silva, H Imtiaz, ... Journal of Open Source Software 5 (54), 2166, 2020	12	2020

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