I performed a Cox regression on survival after surgery for hepatocellular carcinoma based on three variables: tumor size, number and vascular invasion. However, residuals analysis showed that for diameter the proportional hazard assumption is not satisfied. How to handle this situation to obtain a more accurate predictive model? Any suggestions?