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Contour-Driven Regression for Label Inference in Atlas-Based Segmentation

We present a novel method for inferring tissue labels in atlas-based image segmentation using Gaussian process regression. Atlas-based segmentation results in probabilistic label maps that serve as input to our method. We introduce a contour-driven prior distribution over label maps to incorporate i...

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Bibliografische gegevens
Hoofdauteurs: Wachinger, Christian, Sharp, Gregory C., Golland, Polina
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2013
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3935362/
https://ncbi.nlm.nih.gov/pubmed/24505763
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