Multi-modal Vision Pre-training for Medical Image Analysis

Introduction

Updated on 2025.03.08

Key Features

This repository provides the official implementation of ...

key feature bulletin points here

• 1
• 2
• 3

Links

• Paper
• Model
• Code

Details

intro text here.

More intro text here.

Dataset Links

• Liver Tumor Segmentation Challenge (LiTS)
• Kidney and Kidney Tumor Segmentation (KiTS)

Get Started

Main Requirements

connected-components-3d
h5py==3.6.0
monai==0.9.0
torch==1.11.0
tqdm
fastremap

Installation

pip install DDD

Download Model

Preprocess

python DDD

Training

python DDD

Validation

python DDD

Testing

python DDD

🙋‍♀️ Feedback and Contact

• Email
• Webpage
• Social media

🛡️ License

This project is under the CC-BY-NC 4.0 license. See LICENSE for details.

🙏 Acknowledgement

A lot of code is modified from monai.

📝 Citation

If you find this repository useful, please consider citing this paper:

@article{John2023,
  title={paper},
  author={John},
  journal={arXiv preprint arXiv:},
  year={2023}
}