Brain connectivity analysis by reduction to pair classification

  title={Brain connectivity analysis by reduction to pair classification},
  author={Emanuele Olivetti and Sriharsha Veeramachaneni and Susanne Greiner and Paolo Avesani},
  journal={2010 2nd International Workshop on Cognitive Information Processing},
Brain connectivity studies aim at describing the connections within the brain. Diffusion and functional MRI techniques provide different kinds of information to understand brain connectivity non-invasively. Fiber tract segmentation is the task of identifying pathways of neuronal axons connecting different brain areas from MRI data. In this work we propose a method to investigate the role of both diffusion and functional MRI data for supervised tract segmentation based on learning the pairwise… CONTINUE READING