Brain tumors remain among the most complex and life-threatening neoplasms affecting the central nervous system, with significant implications for patients' survival, neurological function, and quality of life. The increasing global incidence and heterogeneity of brain tumors - both in histopathology and clinical presentation - underscore the urgent need for timely diagnosis, accurate classification, and effective therapeutic strategies. In recent years, the role of digital tools and artificial intelligence (AI) in facilitating medical research and clinical decision-making has grown...