weiter10/seizure-type-classification-tuh

seizure type classification using TUH dataset

seizure-type-classification-tuh

In this repo, it generated pre-processed dataset for TUH seizure type classification which has been used in below 2 papers:

1. "Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark"
2. "SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification"

For more details, please refer to: data_preparation

Cite us

@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([email protected]) if you have suggestions and questions. Thank you!