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Andrea V. Perez-Sanchez

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#graph neural networks Open access Sep 2026

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