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Diffuse optical tomography spatial prior for EEG source localization in human visual cortex

Authors :
Jiaming Cao
Eli Bulger
Barbara Shinn-Cunningham
Pulkit Grover
Jana M Kainerstorfer
Source :
NeuroImage, Vol 277, Iss , Pp 120210- (2023)
Publication Year :
2023
Publisher :
Elsevier, 2023.

Abstract

Electroencephalography (EEG) and diffuse optical tomography (DOT) are imaging methods which are widely used for neuroimaging. While the temporal resolution of EEG is high, the spatial resolution is typically limited. DOT, on the other hand, has high spatial resolution, but the temporal resolution is inherently limited by the slow hemodynamics it measures. In our previous work, we showed using computer simulations that when using the results of DOT reconstruction as the spatial prior for EEG source reconstruction, high spatio-temporal resolution could be achieved. In this work, we experimentally validate the algorithm by alternatingly flashing two visual stimuli at a speed that is faster than the temporal resolution of DOT. We show that the joint reconstruction using both EEG and DOT clearly resolves the two stimuli temporally, and the spatial confinement is drastically improved in comparison to reconstruction using EEG alone.

Details

Language :
English
ISSN :
10959572
Volume :
277
Issue :
120210-
Database :
Directory of Open Access Journals
Journal :
NeuroImage
Publication Type :
Academic Journal
Accession number :
edsdoj.483813e539a847578f24952d1edc4e4e
Document Type :
article
Full Text :
https://doi.org/10.1016/j.neuroimage.2023.120210