/EEG_seizure_detection

Seizure detection on EEG signals with the generalized random shapelet forest

Primary LanguagePython

EEG_seizure_detection

Epileptic seizure prediction on EEG signals with the generalized Random Shapelet Forest proposed by Karlsson, I., Papapetrou, P. Boström, H., Generalized Random Shapelet Forests. In the Data Mining and Knowledge Discovery Journal (DAMI), 2016

Installation

Dependencies

  • wildboar
  • Python (>= 3.4)
  • NumPy (>= 1.8.2)
  • SciPy (>= 0.13.3)
  • Cython (>= 0.28)

Deploy prediction

Run seizure_prediction.py