Putting the ‘care’ back into ‘healthcare’

We believe AI technologies have a significant role to play in the healthcare domain. Before they can be implemented, however, we must first recognise and address at least two formal deficits in state-of-the-art AI systems: the causality deficit and the care deficit. When making causal inferences and...

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Main Authors: Chen, Melvin, Chew, Lock Yue
Other Authors: School of Humanities
Format: Working Paper
Language:English
Published: Live with AI 2022
Subjects:
Online Access:http://livewithai.org/putting-back-the-care-into-healthcare/
https://hdl.handle.net/10356/152309
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-152309
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spelling sg-ntu-dr.10356-1523092023-03-11T20:08:06Z Putting the ‘care’ back into ‘healthcare’ Chen, Melvin Chew, Lock Yue School of Humanities School of Physical and Mathematical Sciences Humanities::Philosophy We believe AI technologies have a significant role to play in the healthcare domain. Before they can be implemented, however, we must first recognise and address at least two formal deficits in state-of-the-art AI systems: the causality deficit and the care deficit. When making causal inferences and reasoning about causal relationships (on the diagnostic front) and assisting, monitoring, and providing companionship for patients (on the care-giving front), the optimal level of human-level performance far outstrips the optimal level of AI-level performance (Chen, 2019). An understand- ing of the current state of global healthcare, a recognition of the need to address both the causality deficit and the care deficit in the design of AI systems, and an appreciation of the value of human-oriented AI will allow us to rise to the challenge of putting the ‘care’ back into ‘healthcare’. 2022-01-11T07:48:04Z 2022-01-11T07:48:04Z 2018 Working Paper Chen, M. & Chew, L. Y. (2018). Putting the ‘care’ back into ‘healthcare’. Live with AI 2018. https://hdl.handle.net/10356/152309 http://livewithai.org/putting-back-the-care-into-healthcare/ https://hdl.handle.net/10356/152309 en Live with AI 2018 © 2018 The Author(s). All rights reserved. application/pdf Live with AI
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Humanities::Philosophy
spellingShingle Humanities::Philosophy
Chen, Melvin
Chew, Lock Yue
Putting the ‘care’ back into ‘healthcare’
description We believe AI technologies have a significant role to play in the healthcare domain. Before they can be implemented, however, we must first recognise and address at least two formal deficits in state-of-the-art AI systems: the causality deficit and the care deficit. When making causal inferences and reasoning about causal relationships (on the diagnostic front) and assisting, monitoring, and providing companionship for patients (on the care-giving front), the optimal level of human-level performance far outstrips the optimal level of AI-level performance (Chen, 2019). An understand- ing of the current state of global healthcare, a recognition of the need to address both the causality deficit and the care deficit in the design of AI systems, and an appreciation of the value of human-oriented AI will allow us to rise to the challenge of putting the ‘care’ back into ‘healthcare’.
author2 School of Humanities
author_facet School of Humanities
Chen, Melvin
Chew, Lock Yue
format Working Paper
author Chen, Melvin
Chew, Lock Yue
author_sort Chen, Melvin
title Putting the ‘care’ back into ‘healthcare’
title_short Putting the ‘care’ back into ‘healthcare’
title_full Putting the ‘care’ back into ‘healthcare’
title_fullStr Putting the ‘care’ back into ‘healthcare’
title_full_unstemmed Putting the ‘care’ back into ‘healthcare’
title_sort putting the ‘care’ back into ‘healthcare’
publisher Live with AI
publishDate 2022
url http://livewithai.org/putting-back-the-care-into-healthcare/
https://hdl.handle.net/10356/152309
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