Persistent Homology Analysis of Brain Artery Trees

New representations of tree-structured data objects, using ideas from topological data analysis, enable improved statistical analyses of a population of brain artery trees. A number of representations of each data tree arise from persistence diagrams that quantify branching and looping of vessels at...

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Bibliographic Details
Published inThe annals of applied statistics Vol. 10; no. 1; p. 198
Main Authors Bendich, Paul, Marron, J S, Miller, Ezra, Pieloch, Alex, Skwerer, Sean
Format Journal Article
LanguageEnglish
Published United States 01.03.2016
Subjects
Persistent homology
tree-structured data
angiography
topological data analysis
statistics
Online AccessGet more information
ISSN1932-6157
DOI10.1214/15-aoas886

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