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...
Saved in:
Main Author: | |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2020
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/143941 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-143941 |
---|---|
record_format |
dspace |
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 |