Group-wise consistent parcellation of gyri via adaptive multi-view spectral clustering of fiber shapes

• Published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention Vol. 15; no. Pt 2; p. 271
• Main Authors: Chen, Hanbo, Cai, Xiao, Zhu, Dajiang, Nie, Feiping, Liu, Tianming, Huang, Heng
• Format: Journal Article
• Language: English
• Published: Germany 2012
• Subjects: Algorithms; Cerebral Cortex - anatomy & histology; Diffusion Tensor Imaging - methods; Humans; Image Enhancement - methods; Image Interpretation, Computer-Assisted - methods; Nerve Fibers, Myelinated - ultrastructure; Nerve Net - anatomy & histology; Pattern Recognition, Automated - methods; Reproducibility of Results; Sensitivity and Specificity

In-vivo parcellation of the cerebral cortex via non-invasive neuroimaging data has been in active research for years. A variety of model-driven and/or data-driven computational approaches have been proposed to parcellate the cortex. However, two fundamental common issues in these parcellation method...