Pediatric cancer recurrence is a significant concern for families and healthcare providers alike, as it poses serious risks for children battling brain tumors such as gliomas.Recent advancements in AI in pediatric oncology are providing new hope, particularly through innovative approaches like glioma recurrence prediction models.