Comparison of Empirical Mode Decomposition, Wavelets, and Different Machine Learning Approaches for Patient-Specific Seizure Detection Using Signal-Derived Empirical Dictionary Approach

• Hauptverfasser: Muhammad Kaleem (VerfasserIn), Aziz Guergachi (VerfasserIn), Sridhar Krishnan (VerfasserIn)
• Format: Buch
• Veröffentlicht: Frontiers Media S.A., 2021-12-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

Analysis of long-term multichannel EEG signals for automatic seizure detection is an active area of research that has seen application of methods from different domains of signal processing and machine learning. The majority of approaches developed in this context consist of extraction of hand-craft...