Intervention Risk Management Practices for Predictive Decision Support

This report is a technical document that outlines the risk management practices implemented by Modernizing Medicine for Predictive Decision Support Interventions (PDSIs). It details the governance, risk analysis, and mitigation practices in accordance with the recommendations from the Office of the National Coordinator for Health Information Technology. The report emphasizes the importance of a governance framework to manage risks associated with AI technologies, including bias, transparency, accountability, and security. It describes the AI governance subcommittee structure, risk assessment and mitigation strategies, continuous monitoring processes, and the policies and controls governing PDSIs. Additionally, the report discusses fairness assessments, validity evaluations, reliability testing, robustness testing, and safety controls implemented to ensure the ethical and effective use of AI in healthcare. The document serves as a comprehensive summary of ModMed's practices to align with regulatory requirements and maintain trust with stakeholders.