The false hope of current approaches to explainable artificial intelligence in health care

Summary: The black-box nature of current artificial intelligence (AI) has caused some to question whether AI must be explainable to be used in high-stakes scenarios such as medicine. It has been argued that explainable AI will engender trust with the health-care workforce, provide transparency into...

Full description

Bibliographic Details
Published in:The Lancet: Digital Health
Main Authors: Marzyeh Ghassemi, PhD, Luke Oakden-Rayner, Andrew L Beam, PhD
Format: Article
Language:English
Published: Elsevier 2021-11-01
Online Access:http://www.sciencedirect.com/science/article/pii/S2589750021002089