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
24162014
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls
MR Arbabshirani, S Plis, J Sui, VD Calhoun
Neuroimage 145, 137-165, 2017
7242017
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
5862014
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
4152016
Analysis of multimodal neuroimaging data
F Biessmann, S Plis, FC Meinecke, T Eichele, KR Muller
IEEE reviews in biomedical engineering 4, 26-58, 2011
1642011
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
1612014
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
1232017
Impact of autocorrelation on functional connectivity
MR Arbabshirani, E Damaraju, R Phlypo, S Plis, E Allen, S Ma, ...
Neuroimage 102, 294-308, 2014
972014
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
922020
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
912021
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
862013
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
862012
Group-level component analyses of EEG: validation and evaluation
RJ Huster, SM Plis, VD Calhoun
Frontiers in neuroscience 9, 254, 2015
822015
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
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
782013
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
772018
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
712016
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
602014
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
502019
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
492018
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