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Regional homogeneity approach to fMRI data analysis
- Source :
- NeuroImage. 22(1)
- Publication Year :
- 2003
-
Abstract
- Kendall's coefficient concordance (KCC) can measure the similarity of a number of time series. It has been used for purifying a given cluster in functional MRI (fMRI). In the present study, a new method was developed based on the regional homogeneity (ReHo), in which KCC was used to measure the similarity of the time series of a given voxel to those of its nearest neighbors in a voxel-wise way. Six healthy subjects performed left and right finger movement tasks in event-related design five of them were additionally scanned in a rest condition. KCC was compared among the three conditions (left finger movement, right finger movement, and the rest). Results show that bilateral primary motor cortex (M1) had higher KCC in either left or right finger movement condition than in rest condition. Contrary to prediction and to activation pattern, KCC of ipsilateral M1 is significantly higher than contralateral M1 in unilateral finger movement conditions. These results support the previous electrophysiologic findings of increasing ipsilateral M1 excitation during unilateral movement. ReHo can consider as a complementary method to model-driven method, and it could help reveal the complexity of the human brain function. More work is needed to understand the neural mechanism underlying ReHo. (C) 2004 Elsevier Inc. All rights reserved.
- Subjects :
- Adult
Male
medicine.medical_specialty
Cognitive Neuroscience
Movement
computer.software_genre
Brain mapping
Activation pattern
Functional Laterality
Fingers
Physical medicine and rehabilitation
Voxel
medicine
Image Processing, Computer-Assisted
Cluster Analysis
Humans
Brain Mapping
Homogeneity (statistics)
Amplitude of low frequency fluctuations
Motor Cortex
Human brain
Magnetic Resonance Imaging
medicine.anatomical_structure
Neurology
Data Interpretation, Statistical
Linear Models
Female
Primary motor cortex
Psychology
computer
Neuroscience
Motor cortex
Subjects
Details
- ISSN :
- 10538119
- Volume :
- 22
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- NeuroImage
- Accession number :
- edsair.doi.dedup.....374465bdb5657ddedd2defd7ae428ffa