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SPHERICAL U-NET FOR INFANT CORTICAL SURFACE PARCELLATION

In human brain MRI studies, it is of great importance to accurately parcellate cortical surfaces into anatomically and functionally meaningful regions. In this paper, we propose a novel end-to-end deep learning method by formulating surface parcellation as a semantic segmentation task on the sphere....

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Symp Biomed Imaging
Main Authors: Zhao, Fenqiang, Xia, Shunren, Wu, Zhengwang, Wang, Li, Chen, Zengsi, Lin, Weili, Gilmore, John H, Shen, Dinggang, Li, Gang
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6824603/
https://ncbi.nlm.nih.gov/pubmed/31681458
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2019.8759537
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