Adaptive nocturnal seizure detection using heart rate and low-complexity novelty detection

• Personalized heart rate based seizure detection is required for good performance. • A personalized seizure detection algorithm is proposed using only heart rate data. • Algorithm automatically adapts to patients without requiring seizure annotations. • Adaptation to patient heart rate characterist...
Ausführliche Beschreibung

• Personalized heart rate based seizure detection is required for good performance. • A personalized seizure detection algorithm is proposed using only heart rate data. • Algorithm automatically adapts to patients without requiring seizure annotations. • Adaptation to patient heart rate characteristics after a couple of hours. • Good performance for nocturnal monitoring of partial and convulsive seizures. Ausführliche Beschreibung