Open AccessTopologically Constrained Template Estimation via Morse--Smale Complexes Controls Its Statistical Consistency
Author(s) -
Nina Miolane,
Susan Holmes,
Xavier Pennec
Publication year - 2018
Publication title -
siam journal on applied algebra and geometry
Language(s) - Uncategorized
Resource type - Journals
SCImago Journal Rank - 1.052
H-Index - 15
ISSN - 2470-6566
DOI - 10.1137/17m1129222
Subject(s) - computer science , consistency (knowledge bases) , computation , artificial intelligence , bounded function , pattern recognition (psychology) , algorithm , population , mathematics , mathematical analysis , demography , sociology
In most neuroimaging studies, one builds a brain template that serves as a reference for normalizing the measurements of each individual subject into a common space. Such a template should be repre...
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