real world evidence

About this tag
Real world evidence refers to data collected outside traditional clinical trials, often from electronic health records, claims databases, or wearable devices. On WindowsForum, discussions focus on how real world evidence is used in healthcare to inform clinical decisions, drug development, and health-system management. The tag appears in threads about pragmatic AI applications, where experts like Edward Reiner emphasize embedding AI tools into real projects that demonstrably improve outcomes for patients, clinicians, and payors. Topics include the shift from paper records to enterprise data warehouses and the role of generative AI in analyzing real world evidence. The tag is relevant for professionals interested in data-driven healthcare, evidence-based medicine, and the practical use of AI in clinical settings.
  1. Pragmatic AI in Healthcare: Ed Reiner's Journey from EHRs to Dragon Copilot

    Edward Reiner’s career is the human story behind healthcare’s most technocratic conversations: a Stony Brook ’77 alumnus who has watched medicine move from paper charts to enterprise data warehouses and now into the messy, promising world of generative AI. His message is simple and insistently...
  2. Embedded AI in Healthcare: A Pragmatic Path from Data to Decisions

    Edward Reiner’s career maps the three-decade arc of healthcare’s data revolution: from paper records to enterprise data warehouses to the arrival of large language models and generative AI tools that promise to reshape clinical workflows, drug development, and health-system management. His...