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Personalized seizure signature: An interpretable approach to false alarm reduction for long-term epileptic seizure detection.

Dionisije SopicTomas TeijeiroDavid AtienzaAmir AminifarPhilippe Ryvlin
Published in: Epilepsia (2022)
Personalized EEG signature combined with DTW appears to be a promising method to detect ictal events from a limited number of EEG channels with high sensitivity despite low rate of false alarms, high degree of interpretability, and low computational complexity, compatible with its future use in wearable devices.
Keyphrases
  • temporal lobe epilepsy
  • functional connectivity
  • resting state
  • working memory
  • current status
  • heart rate
  • blood pressure