Multimodal data fusion: an overview of methods, challenges, and prospects

D Lahat, T Adali, C Jutten - Proceedings of the IEEE, 2015 - ieeexplore.ieee.org
In various disciplines, information about the same phenomenon can be acquired from
different types of detectors, at different conditions, in multiple experiments or subjects …

The locus coeruleus-norepinephrine system in stress and arousal: unraveling historical, current, and future perspectives

JA Ross, EJ Van Bockstaele - Frontiers in psychiatry, 2021 - frontiersin.org
Arousal may be understood on a spectrum, with excessive sleepiness, cognitive dysfunction,
and inattention on one side, a wakeful state in the middle, and hypervigilance, panic, and …

EEG-informed fMRI: a review of data analysis methods

R Abreu, A Leal, P Figueiredo - Frontiers in human neuroscience, 2018 - frontiersin.org
The simultaneous acquisition of electroencephalography (EEG) with functional magnetic
resonance imaging (fMRI) is a very promising non-invasive technique for the study of human …

Neuroscience information toolbox: An open source toolbox for EEG–fMRI multimodal fusion analysis

L Dong, C Luo, X Liu, S Jiang, F Li, H Feng… - Frontiers in …, 2018 - frontiersin.org
Recently, scalp electroencephalography (EEG) and functional magnetic resonance imaging
(fMRI) multimodal fusion has been pursued in an effort to study human brain function and …

Tensor analysis and fusion of multimodal brain images

E Karahan, PA Rojas-Lopez… - Proceedings of the …, 2015 - ieeexplore.ieee.org
Current high-throughput data acquisition technologies probe dynamical systems with
different imaging modalities, generating massive data sets at different spatial and temporal …

Extraversion is encoded by scale-free dynamics of default mode network

X Lei, Z Zhao, H Chen - NeuroImage, 2013 - Elsevier
Resting-state functional Magnetic Resonance Imaging (rsfMRI) is a powerful tool to
investigate neurological and psychiatric diseases. Recently, the evidences linking the …

Early brain responses to affective faces: A simultaneous EEG-fMRI study

M Müller-Bardorff, M Bruchmann, M Mothes-Lasch… - NeuroImage, 2018 - Elsevier
The spatio-temporal neural basis of earliest differentiation between emotional and neutral
facial expressions is a matter of debate. The present study used concurrent …

Neuronal oscillations and functional interactions between resting state networks: effects of alcohol intoxication

X Lei, Y Wang, H Yuan, D Mantini - Human brain mapping, 2014 - Wiley Online Library
Functional magnetic imaging (fMRI) studies showed that resting state activity in the healthy
brain is organized into multiple large‐scale networks encompassing distant regions. A key …

Multimodal approaches to functional connectivity in autism spectrum disorders: an integrative perspective

LE Mash, MA Reiter, AC Linke… - Developmental …, 2018 - Wiley Online Library
Atypical functional connectivity has been implicated in autism spectrum disorders (ASDs).
However, the literature to date has been largely inconsistent, with mixed and conflicting …

Incorporating priors for EEG source imaging and connectivity analysis

X Lei, T Wu, PA Valdes-Sosa - Frontiers in neuroscience, 2015 - frontiersin.org
Electroencephalography source imaging (ESI) is a useful technique to localize the
generators from a given scalp electric measurement and to investigate the temporal …