AI Governance in Patient Risk Stratification: Bridging Clinical Practice and Algorithmic Decision-Making

While many healthcare organizations are actively exploring AI powered high risk care management system development, governance often lags innovation. Models are evaluated primarily on predictive accuracy, while questions of accountability, lifecycle management, data quality, and clinical integration remain insufficiently addressed.