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
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;
Conference_Titel :
Computer Graphics and Image Processing, 2007. SIBGRAPI 2007. XX Brazilian Symposium on
Conference_Location :
Minas Gerais
Print_ISBN :
978-0-7695-2996-7
DOI :
10.1109/SIBGRAPI.2007.34