Mostafa Gamal

Frequency-aware transformer networks for robust and generalizable EEG-based seizure detection

This work proposes BrainXNet, a novel multi-scale spectro-temporal attention framework that unifies local feature extraction, frequency-aware representation learning, and global temporal modeling within a single architecture and bridges the gap between high-performance experimental models and practical deployment in di...