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[Non-rigid registration for medical images based on deformable convolution and multi-scale feature focusing modules]

Kun Peng1, Guimei Zhang1, Jie Wang1

  • 1Institute of Computer Vision, Nanchang Hangkong University, Nanchang 330063, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi
|June 28, 2023
PubMed
Summary

This study introduces an improved non-rigid registration algorithm for medical images. The enhanced U-Net model achieves higher accuracy in complex deformations by utilizing deformable convolutions and multi-scale feature focusing.

Keywords:
Deformable convolutionMedical image.Multi-scale featureNon-rigid registration

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