DocumentCode
3750101
Title
EEG-fMRI combination for better understanding of brain functions: Pros and cons
Author
Rana Fayyaz Ahmad;Aamir Saeed Malik;Nidal Kamel;Faruque Reza
Author_Institution
Department of Electrical and Electronic Engineering, Centre for Intelligent Signal and Imaging Research (CISIR) Universiti Teknologi PETRONAS, 31750 Tronoh, Malaysia
fYear
2015
Firstpage
278
Lastpage
281
Abstract
Multimodal neuroimaging techniques have shown better understanding of human brain functions and dysfunctions as compared to the standalone modality. EEG and fMRI are widely used in neuroscience community. EEG signals recorded at scalp have high temporal resolution and poor spatial resolution due to limited number of electrodes. Functional Magnetic Resonance Imaging (fMRI) has a very high spatial resolution and low temporal resolution due to slow scanning. The complementary nature of EEG and fMRI can be combined to get high temporal and spatial resolution at the same time. Simultaneous EEG-fMRI imaging can help researchers to develop better understanding of brain mechanism and functionality. Simultaneous EEG-fMRI can be used for assessment of person´s cognitive abilities which include working memory, attention and learning process as well as in diseases like schizophrenia, epilepsy, etc. However, simultaneous EEG-fMRI brings many challenges in terms of data acquisition and data quality point of view. In this paper, we have addressed the main issues involved during simultaneous EEG-fMRI data recording. Further, pros and cons of combined EEG-fMRI are discussed.
Keywords
"Electroencephalography","Spatial resolution","Magnetic resonance imaging","Data acquisition","Magnetic fields","Neuroimaging","Electrodes"
Publisher
ieee
Conference_Titel
Signal and Image Processing Applications (ICSIPA), 2015 IEEE International Conference on
Type
conf
DOI
10.1109/ICSIPA.2015.7412204
Filename
7412204
Link To Document