Multi-Contrast Multi-Atlas Parcellation of Diffusion Tensor Imaging of the Human Brain

  title={Multi-Contrast Multi-Atlas Parcellation of Diffusion Tensor Imaging of the Human Brain},
  author={Xiaoying Tang and Shoko Yoshida and John Hsu and Thierry A. G. M. Huisman and A V Faria and Kenichi Oishi and Kwame S. Kutten and A Poretti and Yue Li and Michael I. Miller and Susumu Mori},
  booktitle={PloS one},
In this paper, we propose a novel method for parcellating the human brain into 193 anatomical structures based on diffusion tensor images (DTIs). This was accomplished in the setting of multi-contrast diffeomorphic likelihood fusion using multiple DTI atlases. DTI images are modeled as high dimensional fields, with each voxel exhibiting a vector valued feature comprising of mean diffusivity (MD), fractional anisotropy (FA), and fiber angle. For each structure, the probability distribution of… CONTINUE READING
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