Medical Insights Archives - Page 7 of 7 - Clinical AI Standards Hub

FDA Clearance Isn’t Profit: The Pear/Proteus AI Lesson

The narrative surrounding artificial intelligence in healthcare often conflates regulatory clearance with guaranteed clinical efficacy and commercial viability. This dangerous oversimplification, particularly for AI-driven Software…

Editorial Team · 15/07/2026 · 7 min read

Medical Insights

Clinical AI Evidence: What Each Tier Proves (and Doesn’t)

The promise of artificial intelligence in healthcare is immense, yet the chasm between vendor claims and clinically validated impact remains a significant hurdle. For clinical…

Editorial Team · 10/07/2026 · 8 min read

Medical Insights

AI Safety: RCTs vs. RWE for De-Risking Cardiac AI Investments

ThoughtThe rapid integration of artificial intelligence into healthcare presents a foundational challenge: how do we rigorously validate these innovations to ensure patient safety and clinical…

Editorial Team · 10/07/2026 · 11 min read