Title :
Group-wise consistent cortical parcellation based on DTI-derived connectional profiles
Author :
Tuo Zhang ; Dajiang Zhu ; Xi Jiang ; Lei Guo ; Tianming Liu
Author_Institution :
Sch. of Autom., Northwestern Polytech. Univ., Xi´an, China
fDate :
April 29 2014-May 2 2014
Abstract :
Seeking common and corresponding anatomical/functional regions across individuals via cortical parcellation has been studied for decades. Essentially, many cortical parcellation approaches are hampered by unclear cortical boundaries, individual variability, and difficulties in establishing correspondences during parcellation of multiple brains. In this paper, based on DICCCOLs, which is a map of discrete cortical landmarks demonstrated to possess group-wise consistent white matter fiber connection patterns across individuals, we presented a novel approach for group-wise consistent parcellation of the cortices under a hierarchical scheme. Experimental results show that this approach can achieve consistent fine-granularity cortical parcellation with intrinsically-established correspondences across individuals. Functional validation based on both resting state fMRI and task-based fMRI data are promising.
Keywords :
biodiffusion; biomedical MRI; brain; medical image processing; DICCCOL; DTI-derived connectional profiles; anatomical regions; cortical boundaries; discrete cortical landmarks; fine-granularity cortical parcellation; functional regions; group-wise consistent cortical parcellation; group-wise consistent parcellation; group-wise consistent white matter fiber connection patterns; hierarchical scheme; individual variability; intrinsically-established correspondences; multiple brain parcellation; resting state fMRI; task-based fMRI data; Clustering algorithms; Diffusion tensor imaging; Educational institutions; Hidden Markov models; Probability distribution; Standards; DTI; connectivity; cortical surface parcellation; group-wise parcellation;
Conference_Titel :
Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on
Conference_Location :
Beijing
DOI :
10.1109/ISBI.2014.6867998