Early Prediction of Epileptic Seizures Based on Multifractal Analysis and Optimized Graph Neural Networks Using Scalp EEG Data
This study presents a framework integrating multifractal analysis, graph neural networks, and a differential evolution algorithm to classify non-overlapping one-minute EEG segments as preictal (within 60 min before onset) or reference (interictal) states, and demonstrates the effectiveness of combining multifractal des...
Andrea V. Perez-Sanchez, M. Valtierra-Rodríguez, Arturo Garcia-Perez et al.
· Applied Sciences · 0 citations