Следене
Sergey Plis
Sergey Plis
TReNDS center: GSU, Emory, and GATech
Потвърден имейл адрес: gsu.edu
Заглавие
Позовавания
Позовавания
Година
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
29132014
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls
MR Arbabshirani, S Plis, J Sui, VD Calhoun
Neuroimage 145, 137-165, 2017
9162017
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
6732014
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
6162016
Analysis of multimodal neuroimaging data
F Biessmann, S Plis, FC Meinecke, T Eichele, KR Muller
IEEE reviews in biomedical engineering 4, 26-58, 2011
1872011
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
1792014
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
1602021
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
1512020
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
1402017
Impact of autocorrelation on functional connectivity
MR Arbabshirani, E Damaraju, R Phlypo, S Plis, E Allen, S Ma, ...
Neuroimage 102, 294-308, 2014
1132014
Group-level component analyses of EEG: validation and evaluation
RJ Huster, SM Plis, VD Calhoun
Frontiers in neuroscience 9, 254, 2015
1002015
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
952018
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
942013
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
932012
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
922016
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
862013
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
822019
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
802005
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
662014
Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel …
SM Plis, MF Amin, A Chekroud, D Hjelm, E Damaraju, HJ Lee, JR Bustillo, ...
NeuroImage 181, 734-747, 2018
612018
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Статии 1–20