Title :
Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data
Author :
Yuan, Yixuan ; Guo, Lei ; Li, Gang ; Zhang, Tuo ; Hu, Xintao ; Liu, Tianming
Author_Institution :
Sch. of Autom., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
Cortical folding is an essential geometric characteristic of the human cerebral cortex. The cortical folding pattern conveys important information about brain architecture and function. Cortical thickness is another important morphological feature that reflects the size, density, and arrangement of cells in the cortex. Meanwhile, cortical regions are connected by short-distance or long-distance white matter fibers and neuroscience research reports that axongenesis and corticogensis are closely associated. This paper focuses on applying in-house developed tools to quantify the cortical folding patterns, thickness and fiber density using structural and diffusion tensor imaging (DTI) data and analyzing their associations in normal brains. Our experimental results show that cortical folding patterns are highly correlated with cortical thickness and fiber density distributions on the cortex. This result can potentially provide new clues regarding the architecture, function and development of the human brain.
Keywords :
biomedical MRI; brain; cellular biophysics; medical image processing; neurophysiology; DTI data; axongenesis; brain architecture; cells; cortical folding pattern joint analysis; cortical thickness; corticogensis; diffusion tensor imaging; fiber density; human brain; human cerebral cortex; long-distance white matter fiber; neuroscience research; normal brains; short-distance white matter fiber; Brain; Cerebral cortex; Density measurement; Diffusion tensor imaging; Humans; Neuroscience; Pattern analysis; Performance evaluation; Statistical analysis; Surface reconstruction; cortical folding patterns; fiber density; thickness;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location :
Rotterdam
Print_ISBN :
978-1-4244-4125-9
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2010.5490325