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Learning to segment key clinical anatomical structures in fetal neurosonography informed by a region-based descriptor

We present a general framework for automatic segmentation of fetal brain structures in ultrasound images inspired by recent advances in machine learning. The approach is based on a region descriptor that characterizes the shape and local intensity context of different neurological structures without...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Huang, Ruobing, Namburete, Ana, Noble, Alison
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5845099/
https://ncbi.nlm.nih.gov/pubmed/29541649
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.5.1.014007
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