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External Validation and Generalisability in Healthcare Machine Learning

A healthcare machine learning model can demonstrate excellent internal performance and still struggle when deployed in a different clinical environment. This is a generalisability problem. Why performance changes Healthcare data reflects the environment in which it was collected. Differences in pat…

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  1. 2026-11-01 08:31 · DEV Community — Machine Learning
    External Validation and Generalisability in Healthcare Machine Learning

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