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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Detalles Bibliográficos
Publicado en:Front Neurosci
Autores principales: Cury, Claire, Glaunès, Joan A., Toro, Roberto, Chupin, Marie, Schumann, Gunter, Frouin, Vincent, Poline, Jean-Baptiste, Colliot, Olivier
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2018
Materias:
Neuroscience
Acceso en línea: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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