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Segmentation of Perivascular Spaces Using Vascular Features and Structured Random Forest from 7T MR Image

Quantitative analysis of perivascular spaces (PVSs) is important to reveal the correlations between cerebrovascular lesions and neurodegenerative diseases. In this study, we propose a learning-based segmentation framework to extract the PVSs from high-resolution 7T MR images. Specifically, we integr...

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Detalhes bibliográficos
Publicado no:Mach Learn Med Imaging
Main Authors: Zhang, Jun, Gao, Yaozong, Park, Sang Hyun, Zong, Xiaopeng, Lin, Weili, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5464599/
https://ncbi.nlm.nih.gov/pubmed/28603789
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-47157-0_8
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