DocumentCode :
2476530
Title :
A New Application of MEG and DTI on Word Recognition
Author :
Meng, Lu ; Xiang, Jing ; Zhao, Dazhe ; Zhao, Hong
Author_Institution :
MEG Center, Cincinnati Children´´s Hosp. Med. Center, Cincinnati, OH, USA
fYear :
2010
fDate :
23-26 Aug. 2010
Firstpage :
2472
Lastpage :
2475
Abstract :
This paper presented a novel application of Magneto encephalography (MEG) and diffusion tensor image (DTI) on word recognition, in which the spatiotemporal signature and the neural network of brain activation associated with word recognition were investigated. The word stimuli consisted of matched and mismatched words, which were visually and acoustically presented simultaneously. Twenty participants were recruited to distinguish and gave different reactions to these two types of stimuli. The neural activations caused by their reactions were recorded by MEG system and 3T magnetic DTI scanner. Virtual sensor technique and wavelet beam former source analysis, which were state-of-the-art methods, were used to study the MEG and DTI data. Three responses were evoked in the MEG waveform and M160 was identified in the left temporal-occipital junction. All the results coincided with the previous studies´ conclusions, which indicated that the integration of virtual sensor and wavelet beam former were effective techniques in analyzing the MEG and DTI data.
Keywords :
biodiffusion; biomedical MRI; brain; magnetoencephalography; medical image processing; neural nets; word processing; DTI; MEG; brain activation; diffusion tensor image; magnetic DTI scanner; magnetoencephalography; neural network; spatiotemporal signature; virtual sensor technique; wavelet beam former source analysis; word recognition; Artificial neural networks; Diffusion tensor imaging; Image color analysis; Junctions; Magnetic tunneling; Visualization; Diffusion tensor imaging; Magnetoencephalography; Virtual sensor; Word recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
ISSN :
1051-4651
Print_ISBN :
978-1-4244-7542-1
Type :
conf
DOI :
10.1109/ICPR.2010.605
Filename :
5595744
Link To Document :
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