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Semi-Supervised Segmentation of Ultrasound Images Based on Patch Representation and Continuous Min Cut

Ultrasound segmentation is a challenging problem due to the inherent speckle and some artifacts like shadows, attenuation and signal dropout. Existing methods need to include strong priors like shape priors or analytical intensity models to succeed in the segmentation. However, such priors tend to l...

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Detalhes bibliográficos
Main Authors: Ciurte, Anca, Bresson, Xavier, Cuisenaire, Olivier, Houhou, Nawal, Nedevschi, Sergiu, Thiran, Jean-Philippe, Cuadra, Meritxell Bach
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4091944/
https://ncbi.nlm.nih.gov/pubmed/25010530
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0100972
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