Document Type

Response or Comment

Publication Date

10-2020

ISSN

1526-5161

Publisher

Taylor & Francis

Language

54

Abstract

Char et al. (2020) aspire to provide "a systematic approach to identifying ... ethical concerns" around machine learning healthcare applications (ML-HCAs), which includes artificial intelligence and big data. Their approach, styled around the development "pipeline" for new technologies, has valuable insights, but we think it over-emphasizes technical design questions and under-emphasizes core ethical questions. There is little ethical debate about whether to maximize accuracy, evaluation, and oversight, at reasonable cost. Of course those goals should be pursued, but these are design challenges about feasibility more than ethical concerns.

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