AI RESEARCH
A Multimodal Pre-trained Network for Integrated EEG-Video Seizure Detection
arXiv CS.CV
•
ArXi:2604.26379v1 Announce Type: new Reliable seizure detection in mouse models is essential for preclinical epilepsy research, yet manual review of synchronized video-EEG recordings is labor-intensive and single-modality systems fail for complementary reasons: video-based methods are easily confounded by benign behaviors, whereas EEG-based methods are vulnerable to ictal motion artifacts.