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Digital twins to enable better precision and personalized dementia care

In this perspective paper, we want to highlight the potential benefits of incorporating digital twins to support better dementia care. In particular, we assert that, by doing so, it is possible to ensure greater precision regarding dementia care while simultaneously enhancing personalization. Digita...

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Autores principales: Wickramasinghe, Nilmini, Ulapane, Nalika, Andargoli, Amir, Ossai, Chinedu, Shuakat, Nadeem, Nguyen, Tuan, Zelcer, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387506/
https://www.ncbi.nlm.nih.gov/pubmed/35992534
http://dx.doi.org/10.1093/jamiaopen/ooac072
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author Wickramasinghe, Nilmini
Ulapane, Nalika
Andargoli, Amir
Ossai, Chinedu
Shuakat, Nadeem
Nguyen, Tuan
Zelcer, John
author_facet Wickramasinghe, Nilmini
Ulapane, Nalika
Andargoli, Amir
Ossai, Chinedu
Shuakat, Nadeem
Nguyen, Tuan
Zelcer, John
author_sort Wickramasinghe, Nilmini
collection PubMed
description In this perspective paper, we want to highlight the potential benefits of incorporating digital twins to support better dementia care. In particular, we assert that, by doing so, it is possible to ensure greater precision regarding dementia care while simultaneously enhancing personalization. Digital twins have been used successfully in manufacturing to enable better prediction and tailoring of solutions to meet required needs, and thereby have enabled more effective and efficient deployment of resources. We develop a model for digital twin in the healthcare domain as a clinical decision support tool by extrapolating its current uses from the manufacturing domain. We illustrate the power of the developed model in the context of dementia. Given the rapid rise of chronic conditions and the pressures on healthcare delivery to provide high quality, cost-effective care anywhere and anytime, we assert that such an approach is consistent with a value-based healthcare philosophy and thus important as the numbers of people with dementia continues to grow exponentially and this pressing healthcare issue is yet to be optimally addressed. Further research and development in this rapidly evolving domain is a strategic priority for ensuring the delivery of superior dementia care.
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spelling pubmed-93875062022-08-19 Digital twins to enable better precision and personalized dementia care Wickramasinghe, Nilmini Ulapane, Nalika Andargoli, Amir Ossai, Chinedu Shuakat, Nadeem Nguyen, Tuan Zelcer, John JAMIA Open Perspective In this perspective paper, we want to highlight the potential benefits of incorporating digital twins to support better dementia care. In particular, we assert that, by doing so, it is possible to ensure greater precision regarding dementia care while simultaneously enhancing personalization. Digital twins have been used successfully in manufacturing to enable better prediction and tailoring of solutions to meet required needs, and thereby have enabled more effective and efficient deployment of resources. We develop a model for digital twin in the healthcare domain as a clinical decision support tool by extrapolating its current uses from the manufacturing domain. We illustrate the power of the developed model in the context of dementia. Given the rapid rise of chronic conditions and the pressures on healthcare delivery to provide high quality, cost-effective care anywhere and anytime, we assert that such an approach is consistent with a value-based healthcare philosophy and thus important as the numbers of people with dementia continues to grow exponentially and this pressing healthcare issue is yet to be optimally addressed. Further research and development in this rapidly evolving domain is a strategic priority for ensuring the delivery of superior dementia care. Oxford University Press 2022-08-18 /pmc/articles/PMC9387506/ /pubmed/35992534 http://dx.doi.org/10.1093/jamiaopen/ooac072 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the American Medical Informatics Association. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Perspective
Wickramasinghe, Nilmini
Ulapane, Nalika
Andargoli, Amir
Ossai, Chinedu
Shuakat, Nadeem
Nguyen, Tuan
Zelcer, John
Digital twins to enable better precision and personalized dementia care
title Digital twins to enable better precision and personalized dementia care
title_full Digital twins to enable better precision and personalized dementia care
title_fullStr Digital twins to enable better precision and personalized dementia care
title_full_unstemmed Digital twins to enable better precision and personalized dementia care
title_short Digital twins to enable better precision and personalized dementia care
title_sort digital twins to enable better precision and personalized dementia care
topic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387506/
https://www.ncbi.nlm.nih.gov/pubmed/35992534
http://dx.doi.org/10.1093/jamiaopen/ooac072
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