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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
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.
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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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