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What does AI actually learn from tissue images?

Strong predictive performance does not reveal which morphological features the AI has actually learned or how it organizes different biological and disease concepts. Researchers have investigated new ways to make these learned patterns visible.

AI-generated graphic showing a hospital, computer towers, a laptop on the left side and two doctors on the right side checking the decisions the AI agent made
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On-premise medical AI agent for reliable clinical decision support

AI agents could reliably support diagnoses and clinical decision-making in the future – provided that sensitive health data are protected and clinicians can assess how reliable individual AI-generated results are. Researchers at EKFZ have developed an on-premise medical AI system that addresses both challenges.

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