1G. Mounika,2Dharmarapu Shirisha,3Lingagalla Maheshwari,4Guthapala Malavika,5 Jakkireddy Chamanthi,6Marikukkula Pooja 2026. AIRQUANET: A Convolutional Neural Network Model With Multi-Scale Feature Learning And Attention Mechanisms For Air Quality-Based Health Impact Prediction. American Journal of AI Cyber Computing Management. 6, 2(1) (May 2026), 127–133. DOI:https://doi.org/10.64751/.