Persistent Brain Network Homology From the Perspective of Dendrogram

@article{Lee2012PersistentBN,
  title={Persistent Brain Network Homology From the Perspective of Dendrogram},
  author={H. Lee and Hyejin Kang and M. Chung and B. Kim and D. Lee},
  journal={IEEE Transactions on Medical Imaging},
  year={2012},
  volume={31},
  pages={2267-2277}
}
  • H. Lee, Hyejin Kang, +2 authors D. Lee
  • Published 2012
  • Mathematics, Medicine, Computer Science
  • IEEE Transactions on Medical Imaging
  • The brain network is usually constructed by estimating the connectivity matrix and thresholding it at an arbitrary level. The problem with this standard method is that we do not have any generally accepted criteria for determining a proper threshold. Thus, we propose a novel multiscale framework that models all brain networks generated over every possible threshold. Our approach is based on persistent homology and its various representations such as the Rips filtration, barcodes, and… CONTINUE READING
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