Real-World Data to Real-World Evidence: Successes, Challenges, and Opportunities
Talk, Sanofi, Virtual
Real World Data (RWD), including electronic health records (EHR), claims, and billing data, capture detailed, longitudinal patient information, covering demographics, comorbidities, treatments, and outcomes. They have become as a vital data source reflecting real-world patient populations and clinical settings. Applying AI/ML models to RWD have generated insights and real-world evidence (RWE), such as predicting disease onset risk, modeling progression pathways, and supporting more nuanced patient stratification strategies. AI-derived RWE increasingly informs clinical and regulatory decisions.