Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids

In this paper, we propose an approach for template-based shape analysis of large datasets, using diffeomorphic centroids as atlas shapes. Diffeomorphic centroid methods fit in the Large Deformation Diffeomorphic Metric Mapping (LDDMM) framework and use kernel metrics on currents to quantify surface...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Cury, Claire, Glaunès, Joan A., Toro, Roberto, Chupin, Marie, Schumann, Gunter, Frouin, Vincent, Poline, Jean-Baptiste, Colliot, Olivier
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6241313/
https://ncbi.nlm.nih.gov/pubmed/30483045
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00803
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