Sameer Nooh, Mahmoud Ragab, Rania Aboalela, Abdullah AL-Malaise Al-Ghamdi, Omar A. Abdulkader, Ghadah Alghamdi. "An exploratory analysis of longitudinal artificial intelligence for cognitive fatigue detection using neurophysiological based biosignal data." Scientific Reports, 2025. doi:10.1038/s41598-025-96816-8