Title :
Brain anatomical variations among Malaysian population
Author :
Azmi, M.H. ; Saripan, M.I. ; Nordin, A.J.
Author_Institution :
Dept. of Comput. & Commun. Syst. Eng., Univ. Putra Malaysia, Serdang, Malaysia
Abstract :
Spatial normalization is an important task in neuroimaging analysis to compensate with the anatomical variations between different subjects. Current practice is to normalize the sample image to the reference brain atlas to ensure that the unbiased image-to-image comparison is possible. The available template nowadays is ICBM152, which derived from a Caucasian population. Since the brain anatomical variations has been reported especially for the inter-regional cohorts, the use of the ICBM152 template for other region subjects is questionable. In addition to that, several other factors such as age and gender have also been reported to have an effect to the brain morphometric. This study investigates the global brain shape measures for different group among Asian population. It is useful as a basis for further investigation on a more complex brain structure differences among local and inter-regional population. Later on, a group-specific atlas may be constructed to be used exclusively for Asian subjects. This study showed that gender factor has a significant effect on the brain shape while the age and race demonstrated no significant correlation.
Keywords :
brain; computerised tomography; medical image processing; positron emission tomography; ICBM152 template; Malaysian population; brain anatomical variation; brain morphometry; brain structure; caucasian population; global brain shape measurement; neuroimaging analysis; reference brain atlas; sample image; spatial normalization; unbiased image-to-image comparison; Biomedical measurement; Brain; Computed tomography; Positron emission tomography; Shape; Sociology; Statistics;
Conference_Titel :
Biomedical Engineering and Sciences (IECBES), 2014 IEEE Conference on
DOI :
10.1109/IECBES.2014.7047638