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Topological Correction of Infant White Matter Surfaces Using Anatomically Constrained Convolutional Neural Network

Reconstruction of accurate cortical surfaces without topological errors (i.e., handles and holes) from infant brain MR images is very important in early brain development studies. However, infant brain MR images typically suffer extremely low tissue contrast and dynamic imaging appearance patterns....

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Detalhes bibliográficos
Publicado no:Neuroimage
Main Authors: Sun, Liang, Zhang, Daoqiang, Lian, Chunfeng, Wang, Li, Wu, Zhengwang, Shao, Wei, Lin, Weili, Shen, Dinggang, Li, Gang
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6602545/
https://ncbi.nlm.nih.gov/pubmed/31112785
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2019.05.037
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