Generative AI in EHR: Who Wins the Billion-Dollar Race?
A ton of money is flowing into generative AI for ambient clinical documentation, and it’s changing the healthcare business. The whole point is to cut…
Ambient AI: Clinical Validation Separates Winners From Wannabes
The market for ambient clinical intelligence is exploding, but right now, marketing claims are far outpacing any real clinical validation. If you’re a growth equity…
AI’s Shortcut: Why Chest X-Ray Models See Texture, Not Disease
The promise of AI in medical imaging is real, but a huge safety problem is hiding behind the impressive accuracy numbers often shown in pitch…
AI Misdiagnosis: Who Pays When Algorithms Err?
When an AI diagnostic tool makes a critical error and a patient gets hurt, who foots the bill? Is it the physician who trusted the…
Safeguarding AI Investments: Auditing Diagnostic Imaging Drift
Diagnostic AI models look great in controlled trials, but they often quietly degrade when they hit the messy, varied environments of real-world hospitals. This problem,…
FDA’s AI Guidance: Unshackling Innovation, Elevating Risk for Investors
The FDA’s new draft guidance on Predetermined Change Control Plans (PCCPs) is completely changing the game for AI in healthcare, forcing a rethink of risk…