The Clinician and Dataset Shift in Artificial Intelligence

2021576 citationslettergreen Open Access

Authors

Samuel G. Finlayson · Harvard University

Adarsh Subbaswamy · Johns Hopkins University

Karandeep Singh · University of Michigan

John Bowers · Yale University

Annabel Kupke · Boston University

Jonathan Zittrain · Harvard University Press

Isaac S. Kohane ·

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 ...

Topics & Keywords

Artificial Intelligence in Healthcare and Education Artificial Intelligence in Healthcare AI in cancer detection

Publication Details

Published in: New England Journal of Medicine

Volume 385, Issue 3, pp. 283-286

DOI: 10.1056/nejmc2104626

Field-Weighted Citation Impact: 25.64

Command Palette

The Clinician and Dataset Shift in Artificial Intelligence

Authors

Abstract

Topics & Keywords

Publication Details