Code & Cure

#41 - If You Cannot Trace The Data, Do Not Trust The Model

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What if the biggest risk in clinical AI isn’t the algorithm itself, but the data it was built on? A model can appear accurate, polished, and ready for real-world use while quietly relying on datasets with unclear origins, missing documentation, or hidden flaws. In healthcare, that is more than a technical issue. It is a patient safety issue.

In this episode, we explore data provenance—the…