AI techniques have significantly enhanced diagnostic accuracy and therapeutic predictions across multiple domains. Liu et al. employed the XGBoost model for precise differentiation between primary brain tumors and lung cancer brain metastases. Gelir, Akan, Alp et al. used machine learning to forecast Alzheimer’s disease progression in mild cognitive impairment patients. These applications showcase AI's growing role in precision medicine, enabling personalized treatment and better clinical outcomes.