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When AI watches over health data

PCQuest

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July 2025

As Al steps deeper into healthcare, the spotlight shifts to what happens behind the scenes, how algorithms are trained, how privacy is protected, and what it really means to build patient trust through technology. Here's how the future is quietly being reshaped

- Ashok Pandey

When AI watches over health data

Chris George, Co-Founder and CEO, QubeHealth, isn't interested in buzzwords. For him, Al isn't just about speed or automation, it's about responsibility. In his view, the stakes are too high for anything less. Through layered systems that think ahead and technologies that prioritize consent over convenience, he outlines how Al is redefining trust in digital healthcare.

Encrypt, anonymize, adapt: AI's security-first reboot

Forget firewalls and passwords alone. In today's Al-powered systems, protecting sensitive health data means weaving privacy into the very fabric of architecture.

AI now handles tasks once reserved for security engineers: encrypting data based on real-time threat perception and monitoring user behavior to adjust access dynamically. But it doesn't stop at security walls. Al is now key to protecting identities even within data used for model training or analytics. Think natural language processing scanning unstructured records like prescriptions or discharge summaries and stripping out identifiers before the data ever leaves the system.

It's the kind of invisible firewall that doesn't just defend, but anticipates.

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