Tracking Whole-Brain Connectivity Dynamics in the Resting State

Elena A. Allen, Eswar Damaraju, Sergey Plis, +3

Cerebral Cortex

Brain MappingBrain OrganizationFunctional NeuroimagingSocial SciencesWhole-brain Connectivity Dynamics +16

A Baseline for the Multivariate Comparison of Resting-State Networks

Elena A. Allen, Erik B. Erhardt, Eswar Damaraju, +31

Frontiers in Systems Neuroscience

Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia

Eswar Damaraju, Elena A. Allen, Ayşenil Belger, +11

NeuroImage Clinical

Neuroimaging BiomarkersPsychiatryNeurophysiologyNeurophysiological BiomarkersSchizophrenia +10

Comparison of multi‐subject ICA methods for analysis of fMRI data

Erik B. Erhardt, Srinivas Rachakonda, Edward J. Bedrick, +2

Human Brain Mapping

Deep learning for neuroimaging: a validation study

Sergey Plis, Devon Hjelm, Ruslan Salakhutdinov, +7

Frontiers in Neuroscience

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +15

Transcranial Magnetic Stimulation Elicits Coupled Neural and Hemodynamic Consequences

Elena A. Allen, Brian N. Pasley, Thang Duong, +1

Science

Neuromodulation TherapiesSocial SciencesQuantitative CouplingStimulation DeviceNeurology +15

EEG Signatures of Dynamic Functional Network Connectivity States

Elena A. Allen, Eswar Damaraju, Tom Eichele, +2

Brain Topography

Computational NeuroscienceEeg SignaturesNeuroimagingConnectomicsNeuroscience +5

Exploring the Psychosis Functional Connectome: Aberrant Intrinsic Networks in Schizophrenia and Bipolar Disorder

Vince D. Calhoun, Jing Sui, Kent A. Kiehl, +3

Frontiers in Psychiatry

Capturing inter-subject variability with group independent component analysis of fMRI data: A simulation study

Elena A. Allen, Erik B. Erhardt, Yonghua Wei, +2

NeuroImage

Neuroimaging BiomarkersNeuropsychologyCognitive ScienceNeuroimaging ModalityNeurolinguistics +12

SimTB, a simulation toolbox for fMRI data under a model of spatiotemporal separability

Erik B. Erhardt, Elena A. Allen, Yonghua Wei, +2

NeuroImage

NeuropsychologyCognitive ScienceNeuroimaging ModalityComputational NeuroscienceMedicine +12