DocumentCode
1913546
Title
A New Method for Detection of Active Brain Regions with Event-Related fMRI Time Series Analysis
Author
Duque, Juliano J. ; Sturzbecher, Marcio J. ; Araújo, Draulio B. ; Felipe, Joaquim C.
Author_Institution
Ribeirao Preto Univ., Sao Paulo
fYear
2007
fDate
7-10 Oct. 2007
Firstpage
329
Lastpage
334
Abstract
Functional magnetic resonance imaging (fMRI) has been applied with several purposes in clinical environment as well as in basic neuroscience studies. The main purpose of fMRI is to map brain activity, which is achieved by applying statistical methods to time series of each voxel intensity, related to changes in blood oxygen level, in response to a short stimulus. In this work, we propose a new method for the analysis of event-related fMRI based in the use of the dynamic time warping technique to compare pixel intensity time series. The results show the ability to discriminate activated brain regions, when subjects were engaged in a motor task.
Keywords
biomedical MRI; brain; image resolution; medical image processing; statistics; time series; brain activity mapping; dynamic time warping technique; fMRI; functional magnetic resonance imaging; pixel intensity time series; statistical methods; Blood; Brain; Computer graphics; Humans; Magnetic analysis; Magnetic resonance imaging; Neuroscience; Paramagnetic materials; Surgery; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Graphics and Image Processing, 2007. SIBGRAPI 2007. XX Brazilian Symposium on
Conference_Location
Minas Gerais
ISSN
1530-1834
Print_ISBN
978-0-7695-2996-7
Type
conf
DOI
10.1109/SIBGRAPI.2007.34
Filename
4368201
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