This repository is the official implementation of Snippet Policy Network for Multi-class Varied-length ECG Early Classification, published at IEEE Transactions on Knowledge and Data Engineering. Feel free to contact me via this email (yuvisu.cs04g@nctu.edu.tw) if you get any problems.
- Clone this repository.
- Run get_data.sh
- Run the main program to train a model.
- Use the pipeline_inference to evaluate the model.
We provide a well-trained model (the model of the first fold in 10-fold cross-validation) to validate the performance in our paper.
@ARTICLE{Huang2022SPN,
author={Huang, Yu and Yen, Gary G and Tseng, Vincent S.},
journal={IEEE Transactions on Knowledge and Data Engineering},
title={Snippet Policy Network for Multi-class Varied-length ECG Early Classification},
year={2022},
volume={},
number={},
pages={1-1},
doi={10.1109/TKDE.2022.3160706}}