KAZABANA/Foundation-Models-for-ECG-classification

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}, }