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electroencephalogram (EEG) epilepsy detection

With a 300 second 250 hz EEG recording we will attempt to detect epileptic activity in the recording.

This will be done using the following methodologies:

  • Calculate the relative band power for the rythms (delta, theta, alpha, beta, gamma)
  • Train a classifier to detect epileptic activity using a decision tree