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license: mit
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license: mit
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# MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities
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This repository contains the pre-trained checkpoints of MRGen: https://arxiv.org/abs/2412.04106/.
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## Some Information
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[Project Page](https://haoningwu3639.github.io/MRGen/) $\cdot$ [Paper](https://arxiv.org/abs/2412.04106/) $\cdot$ [Dataset](https://huggingface.co/datasets/haoningwu/MedGen-1M) $\cdot$ [Checkpoints](https://huggingface.co/haoningwu/MRGen)
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## Checkpoints - Model Zoo
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Please refer to [MRGen](https://huggingface.co/haoningwu/MRGen) to download our pre-trained checkpoints.
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### Generative Model Checkpoints
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| Source Modality | Target Modality | Link |
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|-----------------|-----------------|------|
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### Segmentation Model Checkpoints
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To be updated soon...
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## Citation
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If you use this code and data for your research or project, please cite:
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@misc{wu2024mrgen,
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author = {Wu, Haoning and Zhao, Ziheng and Zhang, Ya and Xie, Weidi and Wang, Yanfeng},
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title = {MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities},
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journal = {arXiv preprint arXiv:2412.04106},
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year = {2024},
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}
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## Acknowledgements
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Many thanks to the code bases from [diffusers](https://github.com/huggingface/diffusers) and [SimpleSDM](https://github.com/haoningwu3639/SimpleSDM).
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## Contact
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If you have any questions, please feel free to contact haoningwu3639@gmail.com or Zhao_Ziheng@sjtu.edu.cn.
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