/Epilepsy-Seizure-Detection

Automatic epilepsy seizure detection with 4 kinds of features and 6 classifiers. An ensemble tool for feature extraction in BCI signal processing.

Primary LanguagePython

Epilepsy-Seizure-Detection

Automatic epilepsy seizure detection with 4 kinds of features and 6 classifiers. An ensemble tool for feature extraction in BCI signal processing.

Cite as:

  1. R. Peng, J. Jiang, G. Kuang, H. Du, D. Wu, and J. Shao, EEG-based automatic epilepsy detection: Review and outlook, Acta Automatica Sinica, vol. 48, no. 2, pp. 335-350, 2022, in Chinese. (for English)
  2. 彭睿旻, 江军, 匡光涛, 杜浩, 伍冬睿, 邵剑波. 基于EEG 的癫痫自动检测: 综述与展望. 自动化学报, 2022, 48(2): 335−350 (for Chinese)
  3. C. Zhao, R. Peng, D. Wu, Source-free domain adaptation (SFDA) for privacy-preserving seizure subtype classification, IEEE Trans. on Neural Systems and Rehabilitation Engineering, submitted.