Accurate Brain Parcellation of Individual Marmosets Based on Awake Resting-State fMRI Data and Deep Neural Networks
Xiaoguang Tian1, Zhifeng Liang2, Afonso C Silva1, and Cirong Liu2
1Dept. of Neurobiology, University of Pittsburgh, Pittsburgh, PA, United States, 2Institute of Neuroscience, Chinese Academy of Sciences, Shanghai, China
Our new parcellation pipeline and classifier provides
significant improvements over existing parcellation methods, and can be a useful
tool to understand the structural and functional architecture of the primate cerebral
cortex and its variability across individuals.
Visual
outline of analysis methods