A tale of two deficits : causality and care in medical AI

In this paper, two central questions will be addressed: ought we to implement medical AI technology in the medical domain? If yes, how ought we to implement this technology? I will critically engage with three options that exist with respect to these central questions: the Neo-Luddite option, the...

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Main Author: Chen, Melvin
Other Authors: School of Humanities
Format: Article
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/143941
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1439412020-10-02T03:01:52Z A tale of two deficits : causality and care in medical AI Chen, Melvin School of Humanities Humanities::Philosophy Causality Deficit Care Deficit In this paper, two central questions will be addressed: ought we to implement medical AI technology in the medical domain? If yes, how ought we to implement this technology? I will critically engage with three options that exist with respect to these central questions: the Neo-Luddite option, the Assistive option, and the Substitutive option. I will first address key objections on behalf of the Neo-Luddite option: the Objection from Bias, the Objection from Artificial Autonomy, the Objection from Status Quo, and the Objection from Inscrutability. I will thereafter present the Demographic Trends Argument and the Human Enhancement Argument in support of alternatives to the Neo-Luddite option. In the second half of the paper, I will argue against the Substitutive option and in favour of the Assistive option, given the existence of two chief formal deficits in medical AI technology: the causality deficit and the care deficit. Published version 2020-10-02T03:01:51Z 2020-10-02T03:01:51Z 2019 Journal Article Chen, M. (2020). A tale of two deficits : causality and care in medical AI. Philosophy & Technology, 33(2), 245-267. doi:10.1007/s13347-019-00359-6 2210-5433 https://hdl.handle.net/10356/143941 10.1007/s13347-019-00359-6 2 33 245 267 en Philosophy & Technology This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Humanities::Philosophy
Causality Deficit
Care Deficit
spellingShingle Humanities::Philosophy
Causality Deficit
Care Deficit
Chen, Melvin
A tale of two deficits : causality and care in medical AI
description In this paper, two central questions will be addressed: ought we to implement medical AI technology in the medical domain? If yes, how ought we to implement this technology? I will critically engage with three options that exist with respect to these central questions: the Neo-Luddite option, the Assistive option, and the Substitutive option. I will first address key objections on behalf of the Neo-Luddite option: the Objection from Bias, the Objection from Artificial Autonomy, the Objection from Status Quo, and the Objection from Inscrutability. I will thereafter present the Demographic Trends Argument and the Human Enhancement Argument in support of alternatives to the Neo-Luddite option. In the second half of the paper, I will argue against the Substitutive option and in favour of the Assistive option, given the existence of two chief formal deficits in medical AI technology: the causality deficit and the care deficit.
author2 School of Humanities
author_facet School of Humanities
Chen, Melvin
format Article
author Chen, Melvin
author_sort Chen, Melvin
title A tale of two deficits : causality and care in medical AI
title_short A tale of two deficits : causality and care in medical AI
title_full A tale of two deficits : causality and care in medical AI
title_fullStr A tale of two deficits : causality and care in medical AI
title_full_unstemmed A tale of two deficits : causality and care in medical AI
title_sort tale of two deficits : causality and care in medical ai
publishDate 2020
url https://hdl.handle.net/10356/143941
_version_ 1681056420914528256