DiffEEG: A Self-Supervised Denoising Diffusion Model for Learning EEG seizure-related Representations.

arXiv:2607.11578v2 Announce Type: replace-cross Abstract: Deep learning for EEG-based seizure detection faces critical challenges: severe annotation scarcity and extreme class imbalance, where ictal events comprise less than 10\% of clinical recordings. We pre