Second opinion needed: communicating uncertainty in medical machine learning

Abstract There is great excitement that medical artificial intelligence (AI) based on machine learning (ML) can be used to improve decision making at the patient level in a variety of healthcare settings. However, the quantification and communication of uncertainty for individual predictions is ofte...

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Bibliographic Details
Main Authors: Benjamin Kompa, Jasper Snoek, Andrew L. Beam
Format: Article
Language:English
Published: Nature Portfolio 2021-01-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-00367-3