2025. Explainable AI in Healthcare: Enhancing Transparency in Medical Diagnosis Systems. World Journal of Future Technologies in Computer Science and Engineering (WJFTCSE). 1, 2 (Nov. 2025), Apr (39–47). DOI:https://doi.org/10.63345/wjftcse.v1.i2.104.