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ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)

While functional connectivity (FC) has been suggested to reflect brain health, there are significant challenges in defining the survival of connectivity using the current thresholding techniques, especially for the study on functional near-infrared spectroscopy (fNIRS). The current thresholding met...

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Main Author: CHAN, YEE LING
Format: Thesis
Language:English
Published: 2020
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://utpedia.utp.edu.my/20507/1/Chan%20Yee%20Ling_17009922.pdf
http://utpedia.utp.edu.my/20507/
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spelling my-utp-utpedia.205072021-08-30T16:31:43Z http://utpedia.utp.edu.my/20507/ ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC) CHAN, YEE LING TK Electrical engineering. Electronics Nuclear engineering While functional connectivity (FC) has been suggested to reflect brain health, there are significant challenges in defining the survival of connectivity using the current thresholding techniques, especially for the study on functional near-infrared spectroscopy (fNIRS). The current thresholding methods are inconsistent as they are user-dependent, bias, and have low result reproducibility. A new method that employs wavelet analysis for motion correction and orthogonal minimal spanning trees (OMSTs) to derive brain connectivity was proposed in this study to analyze fNIRSFC. OMSTs thresholding method has been innovated from previous studies on functional magnetic resonance imaging (fMRI) and adapted for the fNIRS study. 2020-07 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/20507/1/Chan%20Yee%20Ling_17009922.pdf CHAN, YEE LING (2020) ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC). Masters thesis, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
CHAN, YEE LING
ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)
description While functional connectivity (FC) has been suggested to reflect brain health, there are significant challenges in defining the survival of connectivity using the current thresholding techniques, especially for the study on functional near-infrared spectroscopy (fNIRS). The current thresholding methods are inconsistent as they are user-dependent, bias, and have low result reproducibility. A new method that employs wavelet analysis for motion correction and orthogonal minimal spanning trees (OMSTs) to derive brain connectivity was proposed in this study to analyze fNIRSFC. OMSTs thresholding method has been innovated from previous studies on functional magnetic resonance imaging (fMRI) and adapted for the fNIRS study.
format Thesis
author CHAN, YEE LING
author_facet CHAN, YEE LING
author_sort CHAN, YEE LING
title ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)
title_short ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)
title_full ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)
title_fullStr ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)
title_full_unstemmed ORTHOGONAL MINIMAL SPANNING TREES (OMSTS) TO ANALYZE FUNCTIONAL NEAR-INFRARED SPECTROSCOPY BASED FUNCTIONAL CONNECTIVITY (FNIRS-FC)
title_sort orthogonal minimal spanning trees (omsts) to analyze functional near-infrared spectroscopy based functional connectivity (fnirs-fc)
publishDate 2020
url http://utpedia.utp.edu.my/20507/1/Chan%20Yee%20Ling_17009922.pdf
http://utpedia.utp.edu.my/20507/
_version_ 1739832761904005120
score 13.1944895

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