ADMIR–Affine and Deformable Medical Image Registration for Drug-Addicted Brain Images

ADMIR–Affine and Deformable Medical Image Registration for Drug-Addicted Brain Images

We proposed an unsupervised end-to-end Affine and Deformable Medical Image Registration (ADMIR) method based on convolutional neural network (ConvNet). ADMIR includes three key components: an affine registration module for learning the affine transformation parameters, a deformable registration modu...

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Bibliographic Details
Main Authors: Kun Tang, Zhi Li, Lili Tian, Lihui Wang, Yuemin Zhu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deformable image registration
affine registration
convolutional neural network
unsupervised learning
end-to-end registration
Online Access:https://ieeexplore.ieee.org/document/9062524/

Internet

https://ieeexplore.ieee.org/document/9062524/

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