Discriminative persistent homology of brain networks

@article{Lee2011DiscriminativePH,
  title={Discriminative persistent homology of brain networks},
  author={Hyekyoung Lee and Moo K. Chung and Hyejin Kang and Bung-Nyun Kim and Dong Soo Lee},
  journal={2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro},
  year={2011},
  pages={841-844}
}
It is known that the brain network has small-world and scale-free topology, but the network structures drastically change depending on how to threshold a connectivity matrix. The exact threshold criterion is difficult to determine. In this paper, instead of trying to determine one fixed optimal threshold, we propose to look at the topological changes of brain network while increasing the threshold continuously. This process of continuously changing threshold level and looking at the resulting… CONTINUE READING
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