Open access
Jul 2026
Pre-Ictal Seizure Prediction from EEG Using an Attention-Augmented Temporal Learning Framework
An attention-improved deep learning model is introduced to predict pre-ictal seizures using EEG signals and attention weight analysis verifies that the model selectively targets temporally informative pre-ictal EEG regions and improves clinical interpretability.
Maleka Anjum, Shubhangi D. C.
· Journal of Innovative Image... · 0 citations