Mind the Gap — Machine Learning, Dataset Shift, and History in the Age of Clinical Algorithms
Andrew S. Lea, David Shumway Jones · New England Journal of Medicine · 2024
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.