Awesome

PMT

Installation

• Ubuntu 20.04
• PyTorch 1.11.0
• medpy, tqdm, h5py, etc.

Getting Started

# after install dependcies
git clone git@github.com:Axi404/PMT.git
cd PMT/code
python train_PMT.py
python test_LA.py

Dataset

LA

Pancreas

Following the setting of MCF.

Acknowledgement

We build the project based on UA-MT, SASSNet, DTC, MCF. Thanks for their contribution.

Citation

If you find this project useful, please consider citing:

@article{gao2024pmtprogressivemeanteacher,
  title={PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation},
  author={Ning Gao and Sanping Zhou and Le Wang and Nanning Zheng},
  journal={arXiv preprint arXiv:2409.05122},
  year={2024}
}