Assani Pataule, G. , Tshimanga, C., Mukala, P., Tabaro, D.-M., Bemwiz, G., Kingombe, J.A. and Francis Mwinyi Simba, F. 2026. SAMPLE ENHANCING BRAIN DIASEASE DETECTION: A DEEP LEARNING APPROCH TO MEDICAL IMAGE CLASSIFICATION AND SEGMENTATION. International Journal For Research In Advanced Computer Science And Engineering. 12, 1 (Feb. 2026), 1–7. DOI:https://doi.org/10.53555/cse.v12i1.2475.