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Structured Learning for 3D Perivascular Spaces Segmentation Using Vascular Features

OBJECTIVE: The goal of this paper is to automatically segment perivascular spaces (PVSs) in brain from high-resolution 7T MR images. METHODS: We propose a structured-learning-based segmentation framework to extract the PVSs from high-resolution 7T MR images. Specifically, we integrate three types of...

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Detalhes bibliográficos
Publicado no:IEEE Trans Biomed Eng
Main Authors: Zhang, Jun, Gao, Yaozong, Park, Sang Hyun, Zong, Xiaopeng, Lin, Weili, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5749233/
https://ncbi.nlm.nih.gov/pubmed/28362579
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2016.2638918
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