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A UNIVARIATE PERSISTENT BRAIN NETWORK FEATURE BASED ON THE AGGREGATED COST OF CYCLES FROM THE NESTED FILTRATION NETWORKS

A threshold-free feature in brain network analysis can help circumvent the curse of arbitrary network thresholding for binary network conversions. Here, Persistent Homology is the inspiration for defining a new aggregation cost based on the number of cycles, or for tracking the first Betti number in...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Symp Biomed Imaging
Main Authors: Farazi, Mohammad, Zhan, Liang, Lepore, Natasha, Thompson, Paul M., Wang, Yalin
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8130864/
https://ncbi.nlm.nih.gov/pubmed/34012505
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/isbi45749.2020.9098716
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