Algorithmic encoding of protected characteristics in chest X-ray disease detection modelsResearch in context

Summary: Background: It has been rightfully emphasized that the use of AI for clinical decision making could amplify health disparities. An algorithm may encode protected characteristics, and then use this information for making predictions due to undesirable correlations in the (historical) traini...

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Bibliographic Details
Main Authors: Ben Glocker, Charles Jones, Mélanie Bernhardt, Stefan Winzeck
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:EBioMedicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396423000324