Title :
Discriminative Analysis of Cerebral Motor Function Tissue for Left and Right Handedness Based on DTI
Author :
Qin, Jiaolong ; Wang, Wei ; Pang, Chaoyi ; Tang, Liming
Author_Institution :
Dept. of Educ. Technol., Nanjing Normal Univ., Nanjing, China
Abstract :
Objective: To investigate the relationship between handedness and motorial brain tissue (corticospinal fasciculus and corpus striatum) with diffusion tensor imaging (DTI). Methods: In this study, thirty-five healthy subjects (24 right-handers and 11 left-handers) were enrolled from the International Consortium of Brain Mapping (ICBM) database, and the DTI data were obtained on Siemens Sonata 1.5T MR units. The parameters including fractional anisotropy (FA), mean diffusivity (MD), longitudianl diffusivity (λËL) and transverse diffusivity (λËT) were acquired from the corticospinal fasciculus and corpus striatum in both hemispheres of brain. Discriminative analysis for left and right handed nesses was employed. Results: Handedness relates to motorial brain tissue, and the asymmetry of the motorial brain tissue. Furthermore, the major differences between left-and right-handedness in DTI index parameters were λËL and λËT in the caudate nucleus. Conclusion: The major differences between left- and right-handedness in microcosmic tissue were axon and myelin organization in the caudate nucleus. This finding is discovered by analyzing the DTI microcosmic information using multi-patterns.
Keywords :
biodiffusion; biological tissues; biomedical MRI; brain; neurophysiology; DTI data; DTI index parameters; DTI microcosmic information; axon organization; caudate nucleus; cerebral motor function tissue; corpus striatum; corticospinal fasciculus; diffusion tensor imaging; discriminative analysis; fractional anisotropy; left handedness; longitudianl diffusivity; magnetic flux density 1.5 T; microcosmic tissue; motorial brain tissue; myelin organization; right handedness; siemens Sonata MR units; transverse diffusivity; Anisotropic magnetoresistance; Brain; Diffusion tensor imaging; Humans; Indexes; Magnetic resonance; Tensile stress; Eigenimages; diffusion tensor image; discriminative analysis; motorial brain tissue; region of interesting (ROI);
Conference_Titel :
Complexity and Data Mining (IWCDM), 2011 First International Workshop on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-2007-9
DOI :
10.1109/IWCDM.2011.24