Distribution shift detection for the postmarket surveillance of medical AI algorithms: a retrospective simulation study
Distribution shifts remain a problem for the safe application of regulated medical AI systems, and may impact their real-world performance if undetected. Postmarket shifts can occur for example if algorithms developed on data from…
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