Cardio Scan AI: A Hybrid Machine Learning Approach for Early Prediction of Cardiac Risk with Integrated AI Agent, RAG-Based Doctor Recommendation, and Secure Multi-Role Web Portal

Key Points

• To assess the effectiveness of a machine learning approach in predicting cardiac risk early.
• Utilized hybrid machine learning techniques for risk assessment
• Integrated AI agents for personalized recommendations
• Developed a secure web portal for user access and recommendations
• Demonstrated improved accuracy in predicting cardiac risk compared to traditional methods
• Received positive feedback on the usability of the web portal
• Enabled timely intervention strategies for high-risk individuals