Pediatric brain cancer, a critical health issue affecting children and their families, demands immediate attention and advanced treatment strategies.Recent innovations, such as AI in pediatric oncology, are redefining how we approach diagnosis and treatment, particularly in understanding glioma recurrence prediction.