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What a Chest X-Ray Study Teaches Us About Harnessing AI Value in Health and Care - A Clinical AI Best Practice
Credits: Rayscape.ai Look, we've all sat through the AI pitches. The vendor demos where everything works perfectly. The conference keynotes promising revolution. And then… nothing changes. Your workflow is still underwater, your waiting lists are still growing, you’re borderline burned-out and that shiny AI tool is collecting digital dust on a server rack somewhere. But here's the thing: sometimes it actually works. And when it does, there are patterns worth learning from. Th

Mehdi Khaled
Jan 57 min read


Healthcare Illusionists: Why Tech Fantasies Can’t Replace Good Policy
Over the last two decades, the story of children's health in the United States has quietly but profoundly changed - and for millions, it’s for the worse. Reading through the findings from recent landmark studies, one can’t help but picture not just numbers and percentages, but real families, worried parents, and children trying to make sense of the world around them. Both the comprehensive 2025 JAMA study on US children’s health and the Commonwealth Fund’s 2025 State Health S

Mehdi Khaled
Aug 13, 20254 min read


Microsoft’s MAI-DxO Should Mark a Turning Point for European Healthcare
Microsoft’s Medical AI Diagnostic Orchestrator (MAI-DxO) represents a significant advancement in AI-driven healthcare. According to the company, this ensemble of AI agents achieved 85.5% diagnostic accuracy on complex cases from the New England Journal of Medicine (NEJM) while reducing diagnostic testing costs by approximately 20%. In controlled tests, MAI-DxO not only matched but outperformed a panel of 21 experienced physicians. While this development has garnered widesprea

Mehdi Khaled
Jul 8, 20255 min read


The Pace of AI Innovation is Currently Set by Culture, Not Money — And There’s An Immediate Ticket for Europe To Grab
The power of China's collective leadership in AI innovation is outpacing the West's heavy investments. And it's a matter of culture.

Mehdi Khaled
Feb 25, 20255 min read


The Evolution and Future of Telemedicine: A Global Perspective
Note from the Author: The following is the result of a bibliometric analysis of 19,539 original articles related to telemedicine...

Mehdi Khaled
Aug 27, 20249 min read


Overcoming the Challenges of Healthcare Strategy Consulting: Key Principles for Impact
A few days ago, I shared some thoughts on this topic on Faces of Digital Health Podcast with Tjaša Zajc . The following essay is a...

Mehdi Khaled
Aug 22, 202412 min read


Digital Transformation in Healthcare: What The Fuss?
As a mounting body of non-scientific healthcare-related papers deal ad-hoc with the hypes of Information Technology (IT) today, throwing...

Mehdi Khaled
Sep 5, 20226 min read


Digital Health & Cyber Security: Five Most Common Misconceptions in Emerging Countries
As countless countries have embarked on digitising their ecosystem, the increasing pace of healthcare technology adoption in recent years...

Mehdi Khaled
Jul 14, 20217 min read


Preventive care: Practical thoughts for responsible people and their Governments
There are striking similarities between global warming and modern-age chronic medical conditions. Both come with enough scientific...

Mehdi Khaled
Nov 2, 20208 min read
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