In this repo, it generated pre-processed dataset for TUH seizure type classification which has been used in below 2 papers:
- "Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark"
- "SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification"
For more details, please refer to: data_preparation
@article{roy2019machine,
title={Machine learning for seizure type classification: setting the benchmark},
author={Roy, Subhrajit and Asif, Umar and Tang, Jianbin and Harrer, Stefan},
journal={arXiv preprint arXiv:1902.01012},
year={2019}
}
@article{asif2019seizurenet,
title={Seizurenet: Multi-spectral deep feature learning for seizure type classification},
author={Asif, Umar and Roy, Subhrajit and Tang, Jianbin and Harrer, Stefan},
journal={arXiv preprint arXiv:1903.03232},
year={2019}
}
Contact: Jianbin Tang(jbtang@au1.ibm.com) if you have suggestions and questions. Thank you!