The Clinician and Dataset Shift in Artificial Intelligence

著者: Samuel G. Finlayson, Adarsh Subbaswamy, Karandeep Singh, John Bowers, Annabel Kupke, Jonathan Zittrain, Isaac S. Kohane, Suchi Saria - New England Journal of Medicine, NEJM 2021 被引用: 654

Dataset Shift in Clinical Trials This letter outlines how to identify, and potentially mitigate, common sources of “dataset shift” in machine-learning systems. This occurs when the model “training ...