Brain cancer prediction is an emerging field that holds significant promise for improving outcomes in pediatric patients battling brain tumors, particularly gliomas.Recent advancements have shown that machine learning and AI in medical imaging can enhance the accuracy of predicting cancer relapse by analyzing MRI scans over time.