Title :
Voxel-based morphometry analyses in Alzheimer´s disease
Author :
Margarida Matos, A. ; Faria, Pedro ; Patricio, M.
Author_Institution :
Dept. of Phys., Univ. of Coimbra, Coimbra, Portugal
Abstract :
Alzheimer´s disease (AD) is a neurodegenerative disease recognized as one of the most important medical problems affecting the elderly. It is characterized by an irreversible loss of neurons which is mostly pronounced in the grey matter and specifically in the hippocampus. The aim of this paper is to identify alterations in grey matter in MRI images of AD patients, when compared to those of healthy volunteers, using Voxel-Based Morphometry (VBM). The latter is a widely used statistical-based technique that allows the detection of alterations in brain tissue. In our study, we used VBM to detect significant grey matter alterations of the hippocampal region in AD patients, which is consistent with previous findings reported in the literature. We also examined how the Mini Mental State Examination (MMSE) scores relates to the volume differences detected by VBM1.
Keywords :
biological tissues; biomedical MRI; brain; diseases; geriatrics; medical image processing; neurophysiology; statistical analysis; AD patients; Alzheimer disease; MRI images; VBM; brain tissue; grey matter; hippocampus; mini mental state examination; neurodegenerative disease; neurons; statistical-based technique; voxel-based morphometry; Alzheimer´s disease; Artificial neural networks; Atrophy; Biomedical imaging; Magnetic resonance imaging; Positron emission tomography; ADNI; Alzheimer´s Disease; MRI; VBM;
Conference_Titel :
Bioengineering (ENBENG), 2013 IEEE 3rd Portuguese Meeting in
Conference_Location :
Braga
Print_ISBN :
978-1-4673-4859-1
DOI :
10.1109/ENBENG.2013.6518386