Aiman Abd Saeed, and Rasber Dhahir Rashid. “Beyond Black-Box AI: A Quantitative Grad-CAM Analysis of Convolutional Neural Network Interpretability in COVID-19 Chest X-Ray Classification”. Zanco Journal of Pure and Applied Sciences 38, no. 2 (April 30, 2026): 183–196. Accessed April 30, 2026. https://zancojournal.su.edu.krd/index.php/JPAS/article/view/4549.