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eegDLPredict

EEG Seizure Prediction with Deep Learning Techniques

Installation

eegDLPredict is still under development

generateEEGFeats

Genarates EEG Features using CHB-MIT Scalp EEG Database

  • generateFeatTimings.m : Generates EEG timings according to the epileptic phase phenome (interictal, precital, ictal, postictal)
  • generateFeats.m: Generates EEG features using generated EEG timings
  • generateFeats.m: Generates EEG features using generated EEG timings
  • generateElectrodLocs.m: Generates EEG electrode locations

eegPredict

Predicts EEG Seizures using generated features

  • eegPredict/eegpredict.py: Classify EEG features as preictal and interictal using neural networks