Current systems

The AI systems used today

The AI tools actually deployed in hospitals today: how computer-aided detection evolved, how systems are approved and how they perform in real practice.

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The AI systems used today

The AI tools actually deployed in hospitals today: how computer-aided detection evolved, how systems are approved and how they perform in real practice.

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Computer-aided detection (CAD)

CAD has marked mammograms for decades; today's deep-learning successors are far more accurate and widely deployed.

FDA-cleared systems

Several breast cancer AI systems are now cleared by the FDA and used in real clinics across the United States.

CE-marked systems in Europe

In Europe, AI medical devices carry the CE mark of the Medical Devices Regulation, with AI-specific rules via the European AI Act.

Bringing AI into the clinic

Deployment is more than software — workflow design, staff training and infrastructure decide an AI's success in a hospital.

Performance and benchmarks

Sensitivity, specificity and AUC — how AI is measured, and how to read the numbers in marketing materials.

Explore the AI knowledge base

Six connected domains, each with its articles, evidence and practical advice — designed as a journey, not a single page.

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