Pediatric Cancer Recurrence Prediction is a crucial area of research aimed at enhancing treatment outcomes for young patients battling brain tumors, particularly gliomas.Recent advancements in AI in pediatric oncology have provided powerful predictive tools for cancer that surpass traditional methods in accuracy.