Healthcare organizations are investing heavily in both real-world evidence (RWE) studies and artificial intelligence (AI). At first glance, these two fields seem to rely on the same raw material: large healthcare datasets drawn from electronic health records (EHRs), claims databases, registries, genomics, imaging, and patient-generated data. Because the source data often overlaps, it is tempting… Continue reading Data feasibility in Healthcare: Comparing fit-for-purpose and fit-for-training
Category: Data
How EMA Is Redefining Credibility in Real-World Evidence
Why Governance May Become the New Competitive Advantage in RWE The publication of the European Medicines Agency’s new Data Quality Framework for EU medicine regulation: application to Real-World Data (RWD) marks an important moment in the evolution of Real-World Evidence (RWE) research in Europe. While much of the discussion around RWE has traditionally focused… Continue reading How EMA Is Redefining Credibility in Real-World Evidence
AI in Healthcare and European Regulation: Anthropic under GDPR and the AI Act
From Product Vision to Regulatory Reality Anthropic’s “Claude for Healthcare” is an AI tool designed to support clinical, administrative, and research workflows by integrating directly into existing healthcare systems. It is built to connect with electronic health records (EHRs) and other internal tools, allowing professionals to query, summarize, and analyze medical information within a… Continue reading AI in Healthcare and European Regulation: Anthropic under GDPR and the AI Act
Germany’s DiGA Programme: the Evolution of Digital Therapeutics Reimbursement
When Germany introduced reimbursement for prescription digital health applications in 2020, it became the first country to create a national pathway for digital therapeutics to enter routine healthcare. The policy, embedded in the Digital Healthcare Act (Digitale-Versorgung-Gesetz), allowed physicians to prescribe certified medical apps (known as Digital Health Applications, or DiGAs) and have them reimbursed… Continue reading Germany’s DiGA Programme: the Evolution of Digital Therapeutics Reimbursement
Opt-Out Health Data Governance: Comparing Germany’s and France’s Regulatory Model
The ability to reuse routinely collected healthcare data has become a central aspect of modern clinical research and real-world evidence (RWE) generation. Across Europe, governments are reforming their legal frameworks to enable large-scale health data analysis while maintaining strong protections for patient privacy and individual rights. Two particularly instructive examples are Germany and France. … Continue reading Opt-Out Health Data Governance: Comparing Germany’s and France’s Regulatory Model