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Spherical U-Net on Cortical Surfaces: Methods and Applications

Convolutional Neural Networks (CNNs) have been providing the state-of-the-art performance for learning-related problems involving 2D/3D images in Euclidean space. However, unlike in the Euclidean space, the shapes of many structures in medical imaging have a spherical topology in a manifold space, e...

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Bibliografiske detaljer
Udgivet i:Inf Process Med Imaging
Main Authors: Zhao, Fenqiang, Xia, Shunren, Wu, Zhengwang, Duan, Dingna, Wang, Li, Lin, Weili, Gilmore, John H, Shen, Dinggang, Li, Gang
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7074928/
https://ncbi.nlm.nih.gov/pubmed/32180666
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-20351-1_67
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