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List of works by Sergey M. Plis

A Tool for Interactive Data Visualization: Application to Over 10,000 Brain Imaging and Phantom MRI Data Sets

scientific article

A generalized spatiotemporal covariance model for stationary background in analysis of MEG data.

scientific article

A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging

scientific article

Addressing Inaccurate Nosology in Mental Health: A Multilabel Data Cleansing Approach for Detecting Label Noise From Structural Magnetic Resonance Imaging Data in Mood and Psychosis Disorders

scientific article published on 25 May 2020

Analysis of multimodal neuroimaging data

scientific article

Bayesian brain source imaging based on combined MEG/EEG and fMRI using MCMC.

scientific article

Correlated Noise: How it Breaks NMF, and What to Do About It.

scientific article published on January 2011

Deep learning for neuroimaging: a validation study

scientific article published on 20 August 2014

Disrupted correlation between low frequency power and connectivity strength of resting state brain networks in schizophrenia

scientific article published on 20 November 2012

Effective connectivity analysis of fMRI and MEG data collected under identical paradigms

scientific article

Functional and effective connectivity of stopping

scientific article published on 13 March 2014

Group-level component analyses of EEG: validation and evaluation

scientific article published on 29 July 2015

High and Low Levels of an NTRK2-Driven Genetic Profile Affect Motor- and Cognition-Associated Frontal Gray Matter in Prodromal Huntington's Disease

article by Jennifer A Ciarochi et al published 22 June 2018 in Brain sciences

High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia

scientific article published on 20 July 2013

Impact of autocorrelation on functional connectivity

scientific article published on 27 July 2014

Improving source detection and separation in a spatiotemporal Bayesian inference dipole analysis

scientific article published on 26 April 2006

Independent component analysis for brain FMRI does indeed select for maximal independence

scientific article

MEG and fMRI Fusion for Non-Linear Estimation of Neural and BOLD Signal Changes

scientific article

Modeling spatiotemporal covariance for magnetoencephalography or electroencephalography source analysis

scientific article published on 30 January 2007

Modular Organization of Functional Network Connectivity in Healthy Controls and Patients with Schizophrenia during the Resting State

scientific article published on January 2011

Patterns of Co-Occurring Gray Matter Concentration Loss across the Huntington Disease Prodrome

scientific article published on 21 September 2016

Probabilistic forward model for electroencephalography source analysis

scientific article published on 16 August 2007

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 impairments in schizophrenia

Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks

scientific article

Scalable learning of large networks

scientific article published on September 2009

Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation

scientific article (publication date: 2014)

Spatiotemporal noise covariance estimation from limited empirical magnetoencephalographic data.

scientific article

The influence of visuospatial attention on unattended auditory 40 Hz responses

scientific article published on 15 July 2013

The tenth annual MLSP competition: Schizophrenia classification challenge

article

Tracking whole-brain connectivity dynamics in the resting state

scientific article

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