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Parametrization of white matter manifold-like structures using principal surfaces

In this manuscript, we are concerned with data generated from a diffusion tensor imaging (DTI) experiment. The goal is to parameterize manifold-like white matter tracts, such as the corpus callosum, using principal surfaces. The problem is approached by finding a geometrically motivated surface-base...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:J Am Stat Assoc
Hauptverfasser: Yue, Chen, Zipunnikov, Vadim, Bazin, Pierre-Louis, Pham, Dzung, Reich, Daniel, Crainiceanu, Ciprian, Caffo, Brian
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5224707/
https://ncbi.nlm.nih.gov/pubmed/28090127
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2016.1164050
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