Empowering Electronic Health Records to Uncover Real World Evidence in Chronic Disease Progression - A Case Study of Renal Cell Carcinoma

Watch a 34-minute webinar presented by Dr. Amiee Feiqing Huang, a postdoctoral researcher from Harvard T.H. Chan School of Public Health, exploring how Electronic Health Records (EHRs) can generate Real-World Evidence (RWE) for chronic disease progression. Learn about a comprehensive pipeline that combines EHR data with registry information to evaluate longitudinal disease outcomes, demonstrated through a case study on predicting renal cell carcinoma recurrence risk. Discover how the 21st Century Cures Act and FDA's RWE framework are transforming regulatory decision-making by incorporating real-world data from diverse patient populations. Gain insights into advanced statistical methods, interpretable deep learning, and unsupervised hierarchical modeling techniques used to enhance the application of real-world data in healthcare settings. PACE credits are available for registered Labroots members until October 2, 2026.