Individualized patient-centered lifestyle recommendations: An expert system for communicating patient specific cardiovascular risk information and prioritizing lifestyle options

► The expert system is constructed by supervised learning approach and optimization. ► The system predicts 10-year CVD risks based on cardiovascular risk information. ► The lifestyle option with the lowest CVD risk varies based on individuals. ► The system prioritizes lifestyle options based risks, limitations, and preferences.