Edge-Aware Pyramidal Deformable Network for Unsupervised Registration of Brain MR Images

Edge-Aware Pyramidal Deformable Network for Unsupervised Registration of Brain MR Images

Deformable image registration is of essential important for clinical diagnosis, treatment planning, and surgical navigation. However, most existing registration solutions require separate rigid alignment before deformable registration, and may not well handle the large deformation circumstances. We...

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Bibliographic Details
Main Authors: Yiqin Cao, Zhenyu Zhu, Yi Rao, Chenchen Qin, Di Lin, Qi Dou, Dong Ni, Yi Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Neuroscience
Subjects:
deformable image registration
convolutional neural networks
brain MR image
affine registration
3D registration
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2020.620235/full

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https://www.frontiersin.org/articles/10.3389/fnins.2020.620235/full

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