2026. A Lightweight Hybrid CNN-Transformer Model for Early Retinal Disease Screening in Low-Resource Clinical Settings. Al-Noor Journal of Engineering Management and Computer Science. 2, 4 (Sep. 2026), 325–338. DOI:https://doi.org/10.71229/aveayq30.