AI Performance Thresholds: What Happens When Medical AI Falls Short?
Bevrik · October 28, 2026
How an investigation threshold connects performance monitoring with decisions and risk.
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Standards and Guidance
Understand standards, guidance and their practical application.
Articles in Standards and Guidance
When AI Medical Devices Change: FDA’s New PCCP Examples and What Europe Can Learn
Bevrik · October 27, 2026
Explore planned changes, validation and the differences between US and European approaches.
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AI Medical Devices and Concept Drift: The Model Still Works. The Clinical Definition Has Drifted
Bevrik · October 26, 2026
What happens when a model stays the same but clinical definitions and practice change?
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AI Data Drift: When the Hospital Changes Scanners but the AI Stays the Same
Bevrik · October 22, 2026
Why changes to real-world inputs can matter even when software is running normally.
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