Healthcareprocess traceability and evidence lineage captureproposed architecture element; not yet empirically validated in the paper.

Regulatory-ready provenance logging layer for clinical AI systems

This is like a flight recorder for medical AI: it saves what went in, what evidence was found, and how the AI answered so hospitals can inspect decisions later.

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Executive Brief

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Technical Analysis

Model Strategy

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Part of Application

Clinical Decision Support

6 use cases in this application

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Source

https://www.frontiersin.org/articles/10.3389/frai.2026.1737532