A CNN-Based Approach for Lung 3D-CT Registration

A CNN-Based Approach for Lung 3D-CT Registration

Deep learning techniques have been applied to certain rigid or non-rigid medical image registration due to its potential advantages in meeting the clinical requirements of real-time and accuracy. Based on the deep learning model, this study aims to explore specific network models suitable for lung C...

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Bibliographic Details
Main Authors: Xiaokun Hu, Jimin Yang, Juan Yang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
4D-CT
convolutional neural network
deformable registration
spatial transformation
loss function
Online Access:https://ieeexplore.ieee.org/document/9234532/

Internet

https://ieeexplore.ieee.org/document/9234532/

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