UM  > Faculty of Health Sciences
A parallel framework for simultaneous fNIRS/fMRI fusion
Zhen Yuan
2014-03-17
Conference NameConference on Multimodal Biomedical Imaging IX
Source PublicationMULTIMODAL BIOMEDICAL IMAGING IX
Volume8937
Conference DateFEB 01-02, 2014
Conference PlaceSan Francisco, CA
Abstract

Concurrent fNIRS/fMRI recordings represent multiple, simultaneously active, regionally overlapping neural hemodynamic responses. In this study, we propose a novel parallel framework for the spatiotemporal fNIRS/fMRI fusion to address the issues due to the overlapping nature of these responses. The developed fusion techniques employ the Independent Component Analysis (ICA) to recover the time courses and spatial mapping components from fNIRS and fMRI separately. Then the correlated components from each imaging modality are combined concurrently in the spatial and temporal domain for fMRI-guided fNIRS and fNIRS aided fMRI.

KeywordFmri Fnirs Fusion Ica Multimodal Functional Neuroimaging
DOI10.1117/12.2033216
URLView the original
Indexed ByCPCI
WOS Research AreaMicroscopy ; Optics ; Radiology, Nuclear Medicine & Medical Im ; Spectroscopy ; Aging
WOS SubjectMicroscopy ; Optics ; Radiology, Nuclear Medicine & Medical Imaging ; Spectroscopy
WOS IDWOS:000337060900007
Fulltext Access
Citation statistics
Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionFaculty of Health Sciences
INSTITUTE OF COLLABORATIVE INNOVATION
AffiliationUniversity of Macau, Bioimaging Core, Faculty of Health Sciences, Macau SAR, China
First Author AffilicationFaculty of Health Sciences
Recommended Citation
GB/T 7714
Zhen Yuan. A parallel framework for simultaneous fNIRS/fMRI fusion[C],2014.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zhen Yuan]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zhen Yuan]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zhen Yuan]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.