README.md

---
license: mit
---
Here, we provide pretrained models with various sizes for ECG classification.

If you find our work helps your research, please kindly consider citing our paper in your publications. 

@inproceedings{
zhou2025htuning,
title={H-Tuning: Toward Low-Cost and Efficient {ECG}-based Cardiovascular Disease Detection with Pre-Trained Models},
author={Rushuang Zhou and Yuanting Zhang and Yining Dong},
booktitle={Forty-second International Conference on Machine Learning},
year={2025},
url={https://openreview.net/forum?id=RLu1QIPiVr}
}

@misc{zhou2024cesslcomputationefficientsemisupervisedlearning,
      title={CE-SSL: Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection}, 
      author={Rushuang Zhou and Lei Clifton and Zijun Liu and Kannie W. Y. Chan and David A. Clifton and Yuan-Ting Zhang and Yining Dong},
      year={2024},
      eprint={2406.14377},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2406.14377}, 
}