RiskAgent leverages Large Language Models to provide autonomous medical risk prediction across 387 different scenarios for complex diseases including cardiovascular conditions and cancer.

Key Innovations:

• Comprehensive Coverage: Addresses over 387 risk scenarios across diverse complex diseases
• Real-world Focus: Designed to handle clinical decision-making beyond standardized exam-style scenarios
• Autonomous Operation: Functions as a copilot system that can work alongside healthcare professionals
• Disease Versatility: Capable of risk assessment across cardiovascular disease, cancer, and other complex conditions

Business Impact: This research represents a significant advancement in clinical AI assistants that could enhance diagnostic capabilities, improve risk stratification, and potentially reduce healthcare costs through earlier intervention based on accurate risk prediction.

RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction