Incorporating priors for EEG source imaging and connectivity analysis

Frontiers in Neuroscience
Xu LeiPedro A Valdes-Sosa

Abstract

Electroencephalography source imaging (ESI) is a useful technique to localize the generators from a given scalp electric measurement and to investigate the temporal dynamics of the large-scale neural circuits. By introducing reasonable priors from other modalities, ESI reveals the most probable sources and communication structures at every moment in time. Here, we review the available priors from such techniques as magnetic resonance imaging (MRI), functional MRI (fMRI), and positron emission tomography (PET). The modality's specific contribution is analyzed from the perspective of source reconstruction. For spatial priors, EEG-correlated fMRI, temporally coherent networks (TCNs) and resting-state fMRI are systematically introduced in the ESI. Moreover, the fiber tracking (diffusion tensor imaging, DTI) and neuro-stimulation techniques (transcranial magnetic stimulation, TMS) are also introduced as the potential priors, which can help to draw inferences about the neuroelectric connectivity in the source space. We conclude that combining EEG source imaging with other complementary modalities is a promising approach toward the study of brain networks in cognitive and clinical neurosciences.

References

Feb 1, 1989·IEEE Transactions on Bio-medical Engineering·M S Hämäläinen, J Sarvas
Sep 1, 1987·IEEE Transactions on Bio-medical Engineering·B JeffsM Singh
Oct 1, 1994·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·R D Pascual-MarquiD Lehmann
Jan 1, 1994·Medical & Biological Engineering & Computing·M S Hämäläinen, R J Ilmoniemi
Sep 1, 1995·Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society·J S GeorgeJ W Belliveau
Sep 1, 1997·IEEE Transactions on Bio-medical Engineering·B D Van VeenA Suzuki
Jul 22, 1998·Proceedings of the National Academy of Sciences of the United States of America·A K LiuA M Dale
Sep 19, 1998·Electroencephalography and Clinical Neurophysiology·S P van den BroekM J Peters
Mar 10, 1999·Physics in Medicine and Biology·M X HuangR M Leahy
Nov 24, 1999·Journal of Neurophysiology·S P AhlforsR J Ilmoniemi
Aug 1, 2000·IEEE Transactions on Bio-medical Engineering·D Yao
Mar 17, 2001·Nature Reviews. Neuroscience·V Walsh, A Cowey
Jul 10, 2001·IEEE Transactions on Bio-medical Engineering·K SekiharaY Miyashita
Feb 9, 2002·Human Brain Mapping·Francesco Di RussoSteven A Hillyard
Sep 2, 2003·NeuroImage·K J FristonW Penny
Dec 4, 2003·NeuroImage·Olivier David, Karl J Friston
Mar 31, 2004·NeuroImage·Nelson J Trujillo-BarretoPedro A Valdés-Sosa
Jun 19, 2004·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·C SilvaE Ducla-Soares
Jun 26, 2004·Science·György Buzsáki, Andreas Draguhn
Sep 8, 2004·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Christoph M MichelRolando Grave de Peralta
Jan 27, 2005·NeuroImage·Christophe PhillipsKarl J Friston
Mar 1, 2005·NeuroImage·Alard RoebroeckRainer Goebel
Aug 6, 2005·Human Brain Mapping·Fa-Hsuan LinMatti S Hämäläinen
Feb 14, 2006·NeuroImage·Olivier DavidKarl J Friston
Mar 15, 2006·IEEE Transactions on Bio-medical Engineering·Jean DaunizeauJean-Marc Lina
Jun 9, 2006·Human Brain Mapping·Laura AstolfiFabio Babiloni
Nov 1, 2006·Trends in Cognitive Sciences·Stefan DebenerAndreas K Engel
Mar 16, 2007·IEEE Transactions on Bio-medical Engineering·Peng XuDezhong Yao
Aug 21, 2007·Nature Reviews. Neuroscience·Michael D Fox, Marcus E Raichle
Nov 13, 2007·NeuroImage·Karl FristonJérémie Mattout
Jul 8, 2008·NeuroImage·David Wipf, Srikantan Nagarajan
Sep 5, 2008·PLoS Computational Biology·Gustavo DecoKarl Friston
Dec 25, 2008·Human Brain Mapping·Pedro A Valdes-SosaTohru Ozaki
Dec 26, 2008·PLoS Biology·Olivier DavidAntoine Depaulis
Apr 21, 2009·Human Brain Mapping·Pedro A Valdés-SosaMaría Antonieta Bobes
Apr 29, 2009·NeuroImage·Jean DaunizeauKarl J Friston
Jun 10, 2009·Human Brain Mapping·Louise TyvaertJean Gotman
Jul 22, 2009·Proceedings of the National Academy of Sciences of the United States of America·Stephen M SmithChristian F Beckmann
Aug 21, 2009·Computers in Biology and Medicine·Xu LeiDezhong Yao
Sep 15, 2009·Journal of Neuroscience Methods·Pedro A Valdés-HernándezPedro A Valdés-Sosa
Oct 24, 2009·NeuroImage·Pedro A Valdés-HernándezPedro A Valdes-Sosa
Jan 19, 2010·Human Brain Mapping·Luiz E BettingFernando Cendes
Jan 22, 2010·Human Brain Mapping·Richard N HensonJérémie Mattout

❮ Previous
Next ❯

Citations

Dec 22, 2017·Developmental Neurobiology·Lisa E MashRalph-Axel Müller
Aug 6, 2019·Frontiers in Neurology·Pieter van MierloSerge Vulliemoz
Feb 23, 2018·Frontiers in Human Neuroscience·Rodolfo AbreuPatrícia Figueiredo
Sep 5, 2019·Frontiers in Neurology·Michael SchergSándor Beniczky
Apr 21, 2018·Frontiers in Neuroscience·Tian-Jian LuoChangle Zhou
Aug 29, 2019·Frontiers in Neurology·Giulia MeleMarco Aiello
Dec 29, 2020·NeuroImage·Christian O'ReillyMayada Elsabbagh
Dec 1, 2020·Computer Methods and Programs in Biomedicine·Laith HamidMichael Siniatchkin
Mar 30, 2018·NeuroImage·Alejandro OjedaTim Mullen
Jun 12, 2021·Journal of Neuroengineering and Rehabilitation·Matthew R ShortJose L Pons
Mar 25, 2021·Annual Review of Neuroscience·Marios G PhiliastidesPaul Sajda

❮ Previous
Next ❯

Software Mentioned

LORETA
rsNESOI
FOCUSS
NESOI
NEtwork
ESI
DCM

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology
Christoph M MichelRolando Grave de Peralta
Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology
Hiroshi Shibasaki
© 2021 Meta ULC. All rights reserved