Ngwazi, T., Ndlovu, B. and Maguraushe, K. 2025. Early Detection of Diabetic Retinopathy Through Explainable AI Models: A Systematic Review. IJID (International Journal on Informatics for Development). 14, 2 (Dec. 2025), 616–628. DOI:https://doi.org/10.14421/ijid.2025.5200.