Leveraging Foundational Models and Simple Fusion for Multi-modal Physiological Signal Analysis. - Youssef Ghallab; Omar Iraqy; Mohamed Kandil; Mohamed Ashraf; Saadeldine Eletter; Morougue Ghazal; Ayman Khalafallah; Nagwa El-Makky (CoRR, 2025)