AI in EU Healthcare: Bureaucracy vs Opportunity
A deep dive into the EU Commission’s latest findings on AI in healthcare. What MedTech founders and investors need to know in 2025.
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Why AI in Healthcare Has a Security Problem
Every health AI model is a decision engine — and an attack surface. The Risks (with Evidence) Why Healthcare Is Special Framework for Defence Aligned with the EU AI Act’s high-risk obligations: risk management, logging, human oversight (European Commission). In healthcare, AI isn’t “just software” — it’s safety-critical infrastructure.
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From MRI to MedTech: Securing AI-Powered Devices
Your pacemaker is now an endpoint. Attackers read release notes too. Why Devices + AI Are Tricky Case in Point The 2017 firmware recall for ~465k Abbott (St. Jude) pacemakers shows the stakes, a patch was issued to mitigate RF cybersecurity vulnerabilities (Read more). Regulatory Overlap Secure Design Patterns Ship devices with a patch plan,…
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Pharma Beyond the Pill: AI, Patient Data & the Hacker’s Jackpot
Pharma wants real-world data; adversaries want it more. Case Studies Risk Hotspots Mitigations Your real-world data strategy is only as strong as your real-world security.
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Startups at Risk: The AI Security Blind Spot in HealthTech Funding
VCs love TAM slides. Users love not being breached. Why Startups Under-Secure Investors Waking Up Diligence Questions Minimal Security Stack Secure runway beats growth at any cost, especially in health.
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Towards Trust: Can Europe Lead on Secure AI in Healthcare?
Europe wrote the rules. Now it has to monetise them. The EU Stack Why It Can Be a Moat Risks & Tensions If Europe aligns security, standards, and procurement, trust becomes a market advantage — not a compliance tax.
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FAQ: AI Security in Healthcare
Is AI safe to use in healthcare? AI can improve diagnostics, treatment recommendations, and patient monitoring but without safeguards it can be manipulated. Adversarial attacks on medical imaging AI have been shown to cause misclassifications (European Journal of Radiology). The EU recognises this: under the AI Act, most health AI is “high-risk” and must meet…
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AI Security in Healthcare: Europe’s Strategic Fault Line (and How to Win It)
AI in healthcare is often sold as a story of improved diagnostics, personalised therapies, and predictive medicine. But beneath that dream lies a fragile backbone: security. One breach, one exploited model, and reputations, finances, even lives are at stake. In Europe, this tension is amplified. The Artificial Intelligence Act entered into force on 1 August…
