VEGFA and colorectal carcinoma: ROC curve analysis further confirmed that the AI model substantially outperformed miR-155 alone (AUC = 0.85), VEGF (AUC = 0.79), and their combination (AUC = 0.93), highlighting the value of machine learning integration in improving CRC detection accuracy (Fig. 2).