Trust and medical AI: the challenges we face and the expertise needed to overcome them

Latent bias and the implementation of artificial intelligence in medicine

(2020) Matthew DeCamp et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

DARPA’s Explainable Artificial Intelligence (XAI) Program

(2019) David Gunning et al.   AI MAGAZINE

Key challenges for delivering clinical impact with artificial intelligence

(2019) Christopher J. Kelly et al.   BMC Medicine

On the ethics of algorithmic decision-making in healthcare

(2019) Thomas Grote et al.   JOURNAL OF MEDICAL ETHICS

The Ethics of Medical AI and the Physician-Patient Relationship

(2019) SALLY DALTON-BROWN   CAMBRIDGE QUARTERLY OF HEALTHCARE ETHICS

Computer knows best? The need for value-flexibility in medical AI

(2018) Rosalind J McDougall   JOURNAL OF MEDICAL ETHICS

Machine learning in medicine: Addressing ethical challenges

(2018) Effy Vayena et al.   PLOS MEDICINE

The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity

(2017) Ayanna Howard et al.   SCIENCE AND ENGINEERING ETHICS

A definition and ethical evaluation of overdiagnosis

(2016) Stacy M Carter et al.   JOURNAL OF MEDICAL ETHICS

From machine learning to machine reasoning

(2013) Léon Bottou   MACHINE LEARNING

Shared Decision Making: A Model for Clinical Practice

(2012) Glyn Elwyn et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Automation bias: a systematic review of frequency, effect mediators, and mitigators

(2011) Kate Goddard et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION