The Clinician and Dataset Shift in Artificial Intelligence

  • Finlayson S
  • Subbaswamy A
  • Singh K
  • et al.
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Abstract

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 ...

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Finlayson, S. G., Subbaswamy, A., Singh, K., Bowers, J., Kupke, A., Zittrain, J., … Saria, S. (2021). The Clinician and Dataset Shift in Artificial Intelligence. New England Journal of Medicine, 385(3), 283–286. https://doi.org/10.1056/nejmc2104626

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