Partial correlation-based functional connectivity analysis for functional near-infrared spectroscopy signals

Simple item page
dc.contributor.authorAkin, Ata
dc.date.accessioned2023-02-21T12:32:19Z
dc.date.available2023-02-21T12:32:19Z
dc.date.issued2017-01-01
dc.description.abstractA theoretical framework, a partial correlation-based functional connectivity (PC-FC) analysis to functional near-infrared spectroscopy (fNIRS) data, is proposed. This is based on generating a common background signal from a high passed version of fNIRS data averaged over all channels as the regressor in computing the PC between pairs of channels. This approach has been employed to real data collected during a Stroop task. The results show a strong significance in the global efficiency (GE) metric computed by the PC-FC analysis for neutral, congruent, and incongruent stimuli (NS, CS, IcS
dc.description.abstractGE(N) = 0.10 +/- 0.009, GE(C) = 0.11 +/- 0.01, GE(IC) = 0.13 +/- 0.015, p = 0.0073). A positive correlation (r = 0.729 and p = 0.0259) is observed between the interference of reaction times (incongruent-neutral) and interference of GE values (GE(IC)-GE(N)) computed from {[}HbO] Signals. (C) 2017 Society of Photo-Optical Instrumentation Engineers (SPIE)
dc.description.issue12
dc.description.issueDEC
dc.description.volume22
dc.identifier.doi10.1117/1.JBO.22.12.126003
dc.identifier.urihttps://hdl.handle.net/11443/984
dc.identifier.urihttp://dx.doi.org/10.1117/1.JBO.22.12.126003
dc.identifier.wosWOS:000419961000046
dc.publisherSPIE-SOC PHOTO-OPTICAL INSTRUMENTATION ENGINEERS
dc.relation.ispartofJOURNAL OF BIOMEDICAL OPTICS
dc.subjectfunctional near
dc.subjectinfrared spectroscopy
dc.subjectpartial correlation
dc.subjectfunctional connectivity
dc.subjectglobal efficiency
dc.subjectStroop task
dc.titlePartial correlation-based functional connectivity analysis for functional near-infrared spectroscopy signals
dc.typeArticle

Files

Collections

WOS