Mind the Gap - Machine Learning, Dataset Shift, and History in the Age of Clinical Algorithms

Andrew S. Lea,David S. Jones

NEW ENGLAND JOURNAL OF MEDICINE(2024)

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摘要
Mind the Gap In the 1970s, developers of an early computerized diagnostic program encountered the problem of "dataset shift" - a challenge that is relevant today as machine-learning algorithms spread throughout clinical practice.
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