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[MICCAI 2023] SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid

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Non-learning SAMConvex registration method

This is the official Pytorch implementation of "SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid" (MICCAI 2023). If you have any questions, please contact us at alisonbrielee@gmail.com.

Requirements

Installation

First install SAM repo

pip install -U openmim
mim install mmcv-full==1.4.7
cd SAM
python -m pip install -e .

Then install this repo

cd samconvex
pip install -e .

Publication

If you find this repository useful, please cite:

  • SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid
    Zi Li*, Lin Tian*, Tony C. W. Mok, Xiaoyu Bai, Puyang Wang, Jia Ge, Jingren Zhou, Le Lu, Xianghua Ye, Ke Yan, Dakai Jin. MICCAI 2023. eprint arXiv:2307.09727

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[MICCAI 2023] SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid

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