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, vol. 38, no. 2, Apr. 2026, pp. 183-96, doi:10.21271/ZJPAS.38.2.13.