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Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course
A digital twin (DT), originally defined as a virtual representation of a physical asset, system, or process, is a new concept in health care. A DT in health care is not a single technology but a domain-adapted multimodal modeling approach incorporating the acquisition, management, analysis, predicti...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9520391/ https://www.ncbi.nlm.nih.gov/pubmed/36103220 http://dx.doi.org/10.2196/35675 |
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author | Mulder, Skander Tahar Omidvari, Amir-Houshang Rueten-Budde, Anja J Huang, Pei-Hua Kim, Ki-Hun Bais, Babette Rousian, Melek Hai, Rihan Akgun, Can van Lennep, Jeanine Roeters Willemsen, Sten Rijnbeek, Peter R Tax, David MJ Reinders, Marcel Boersma, Eric Rizopoulos, Dimitris Visch, Valentijn Steegers-Theunissen, Régine |
author_facet | Mulder, Skander Tahar Omidvari, Amir-Houshang Rueten-Budde, Anja J Huang, Pei-Hua Kim, Ki-Hun Bais, Babette Rousian, Melek Hai, Rihan Akgun, Can van Lennep, Jeanine Roeters Willemsen, Sten Rijnbeek, Peter R Tax, David MJ Reinders, Marcel Boersma, Eric Rizopoulos, Dimitris Visch, Valentijn Steegers-Theunissen, Régine |
author_sort | Mulder, Skander Tahar |
collection | PubMed |
description | A digital twin (DT), originally defined as a virtual representation of a physical asset, system, or process, is a new concept in health care. A DT in health care is not a single technology but a domain-adapted multimodal modeling approach incorporating the acquisition, management, analysis, prediction, and interpretation of data, aiming to improve medical decision-making. However, there are many challenges and barriers that must be overcome before a DT can be used in health care. In this viewpoint paper, we build on the current literature, address these challenges, and describe a dynamic DT in health care for optimizing individual patient health care journeys, specifically for women at risk for cardiovascular complications in the preconception and pregnancy periods and across the life course. We describe how we can commit multiple domains to developing this DT. With our cross-domain definition of the DT, we aim to define future goals, trade-offs, and methods that will guide the development of the dynamic DT and implementation strategies in health care. |
format | Online Article Text |
id | pubmed-9520391 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-95203912022-09-30 Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course Mulder, Skander Tahar Omidvari, Amir-Houshang Rueten-Budde, Anja J Huang, Pei-Hua Kim, Ki-Hun Bais, Babette Rousian, Melek Hai, Rihan Akgun, Can van Lennep, Jeanine Roeters Willemsen, Sten Rijnbeek, Peter R Tax, David MJ Reinders, Marcel Boersma, Eric Rizopoulos, Dimitris Visch, Valentijn Steegers-Theunissen, Régine J Med Internet Res Viewpoint A digital twin (DT), originally defined as a virtual representation of a physical asset, system, or process, is a new concept in health care. A DT in health care is not a single technology but a domain-adapted multimodal modeling approach incorporating the acquisition, management, analysis, prediction, and interpretation of data, aiming to improve medical decision-making. However, there are many challenges and barriers that must be overcome before a DT can be used in health care. In this viewpoint paper, we build on the current literature, address these challenges, and describe a dynamic DT in health care for optimizing individual patient health care journeys, specifically for women at risk for cardiovascular complications in the preconception and pregnancy periods and across the life course. We describe how we can commit multiple domains to developing this DT. With our cross-domain definition of the DT, we aim to define future goals, trade-offs, and methods that will guide the development of the dynamic DT and implementation strategies in health care. JMIR Publications 2022-09-14 /pmc/articles/PMC9520391/ /pubmed/36103220 http://dx.doi.org/10.2196/35675 Text en ©Skander Tahar Mulder, Amir-Houshang Omidvari, Anja J Rueten-Budde, Pei-Hua Huang, Ki-Hun Kim, Babette Bais, Melek Rousian, Rihan Hai, Can Akgun, Jeanine Roeters van Lennep, Sten Willemsen, Peter R Rijnbeek, David MJ Tax, Marcel Reinders, Eric Boersma, Dimitris Rizopoulos, Valentijn Visch, Régine Steegers-Theunissen. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 14.09.2022. 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 use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Viewpoint Mulder, Skander Tahar Omidvari, Amir-Houshang Rueten-Budde, Anja J Huang, Pei-Hua Kim, Ki-Hun Bais, Babette Rousian, Melek Hai, Rihan Akgun, Can van Lennep, Jeanine Roeters Willemsen, Sten Rijnbeek, Peter R Tax, David MJ Reinders, Marcel Boersma, Eric Rizopoulos, Dimitris Visch, Valentijn Steegers-Theunissen, Régine Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course |
title | Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course |
title_full | Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course |
title_fullStr | Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course |
title_full_unstemmed | Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course |
title_short | Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course |
title_sort | dynamic digital twin: diagnosis, treatment, prediction, and prevention of disease during the life course |
topic | Viewpoint |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9520391/ https://www.ncbi.nlm.nih.gov/pubmed/36103220 http://dx.doi.org/10.2196/35675 |
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