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The 'Digital Twin' to enable the vision of precision cardiology

Authors :
Pras Pathmanathan
Liesbet Geris
Yingjing Feng
Francesca Margara
Andrew Gilbert
Espen W. Remme
Alfonso Bueno-Orovio
Joao Filipe Fernandes
Mark Potse
Marta Sitges
Blanca Rodriguez
Viatcheslav Gurev
Tammo Delhaas
Tina M. Morrison
Manuel Villegas Martinez
Pablo Lamata
Ali Wajdan
Ada Doltra
Filip Loncaric
Hassaan A. Bukhari
Richard Cornelussen
Paul Leeson
Paolo DiAchille
Frits W. Prinzen
Peter Mortier
Manuel Mayr
Hongxing Luo
Edward J. Vigmond
Mehrdad Shamohammdi
Esther Pueyo
Kristin McLeod
Philip Westphal
Vicente Grau
Jorge Corral-Acero
Ernesto Zacur
Steven A. Niederer
Mariana Sousa Santos
Maciej Marciniak
Cristobal Rodero
Department of Engineering Science [Oxford]
Institute of Biomedical Engineering [Oxford] (IBME)
University of Oxford [Oxford]-University of Oxford [Oxford]
Department of Computer Science [Oxford]
University of Oxford [Oxford]
King‘s College London
Universitat de Barcelona (UB)
Institut de rythmologie et modélisation cardiaque [Pessac] (IHU Liryc)
Oslo University Hospital [Oslo]
Aragón Institute of Engineering Research [Zaragoza] (I3A)
University of Zaragoza - Universidad de Zaragoza [Zaragoza]
Institut de Mathématiques de Bordeaux (IMB)
Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)
FEops
Maastricht University [Maastricht]
Medtronic Bakken Research Center BV
John Radcliffe Hospital [Oxford University Hospital]
IBM Thomas J. Watson Research Center
IBM
Virtual Physiological Human Institute [Leuven] (VPH)
U.S. Food and Drug Administration (FDA)
Cardiovascular Research Institute Maastricht (CARIM)
Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)
University of Oslo (UiO)
GE Vingmed Ultrasound AS
IHU-LIRYC
CHU Bordeaux [Bordeaux]-Université Bordeaux Segalen - Bordeaux 2
Modélisation et calculs pour l'électrophysiologie cardiaque (CARMEN)
Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Inria Bordeaux - Sud-Ouest
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-IHU-LIRYC
CHU Bordeaux [Bordeaux]-Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux]
Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN)
Instituto de Salud Carlos III [Madrid] (ISC)-ministerio de ciencia e innovacion
This work was supported by the EU’s Horizon 2020 Marie Sklodowska-Curie ITN Projects (g.a. 764738 and 766082), the EU’s Horizon 2020 research and (g.a. 675451 and 823712), the Wellcome/EPSRC Centre for Medical Engineering (WT 203148/Z/16/Z), the National Research Agency (ANR) (g.a. ANR-10-IAHU-04), theNC3RS (NC/P001076/1) and the British Heart Foundation (RE/13/2/30182, RE/13/1/30181, TG/17/3/33406, PG/16/75/32383, FS/17/22/32644, CH/16/3/21406, RG/16/14/32397). E.Pueyo holds an ERC StartingGrant (g.a. 638284). B. Rodriguez and P. Lamata hold Wellcome TrustSenior Research Fellowships (214290/Z/18/Z, 209450/Z/17/Z).
ANR-10-IAHU-04/10-IAHU-0004,LIRYC,L'Institut de Rythmologie et modélisation Cardiaque(2010)
ANR-10-IAHU-0004,LIRYC,L'Institut de Rythmologie et modélisation Cardiaque(2010)
Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux]
Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux]-Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux]-Institut de Mathématiques de Bordeaux (IMB)
Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Inria Bordeaux - Sud-Ouest
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
University of Oxford-University of Oxford
University of Oxford
Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)
Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Inria Bordeaux - Sud-Ouest
Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux]-CHU Bordeaux [Bordeaux]
Source :
European Heart Journal Supplements, European Heart Journal Supplements, Oxford University Press (OUP), In press, pp.1-11. ⟨10.1093/eurheartj/ehaa159⟩, INRIA a CCSD electronic archive server, Mémoires en Sciences de l'Information et de la Communication, Hal-Diderot, Recolector de Ciencia Abierta, RECOLECTA, UnpayWall, ORCID, Microsoft Academic Graph, PubMed Central, Hyper Article en Ligne, Lirias, Oskar Bordeaux, Sygma, NARCIS, Digital Repository of University of Zaragoza, European Heart Journal, Oxford University Press (OUP): Policy B, 2020, 41 (48), pp.4556-4564. ⟨10.1093/eurheartj/ehaa159⟩, Universidad de Zaragoza, Zaguán: Repositorio Digital de la Universidad de Zaragoza, European Heart Journal, European Heart Journal, 2020, 41 (48), pp.4556-4564. ⟨10.1093/eurheartj/ehaa159⟩, Zaguán. Repositorio Digital de la Universidad de Zaragoza, instname
Publication Year :
2020
Publisher :
HAL CCSD, 2020.

Abstract

Providing therapies tailored to each patient is the vision of precision medicine, enabled by the increasing ability to capture extensive data about individual patients. In this position paper, we argue that the second enabling pillar towards this vision is the increasing power of computers and algorithms to learn, reason, and build the 'digital twin' of a patient. Computational models are boosting the capacity to draw diagnosis and prognosis, and future treatments will be tailored not only to current health status and data, but also to an accurate projection of the pathways to restore health by model predictions. The early steps of the digital twin in the area of cardiovascular medicine are reviewed in this article, together with a discussion of the challenges and opportunities ahead. We emphasize the synergies between mechanistic and statistical models in accelerating cardiovascular research and enabling the vision of precision medicine. ispartof: EUROPEAN HEART JOURNAL vol:41 issue:48 pages:4556-+ ispartof: location:England status: published

Details

Language :
English
ISSN :
1520765X, 0195668X, and 15229645
Database :
OpenAIRE
Journal :
European Heart Journal Supplements, European Heart Journal Supplements, Oxford University Press (OUP), In press, pp.1-11. ⟨10.1093/eurheartj/ehaa159⟩, INRIA a CCSD electronic archive server, Mémoires en Sciences de l'Information et de la Communication, Hal-Diderot, Recolector de Ciencia Abierta, RECOLECTA, UnpayWall, ORCID, Microsoft Academic Graph, PubMed Central, Hyper Article en Ligne, Lirias, Oskar Bordeaux, Sygma, NARCIS, Digital Repository of University of Zaragoza, European Heart Journal, Oxford University Press (OUP): Policy B, 2020, 41 (48), pp.4556-4564. ⟨10.1093/eurheartj/ehaa159⟩, Universidad de Zaragoza, Zaguán: Repositorio Digital de la Universidad de Zaragoza, European Heart Journal, European Heart Journal, 2020, 41 (48), pp.4556-4564. ⟨10.1093/eurheartj/ehaa159⟩, Zaguán. Repositorio Digital de la Universidad de Zaragoza, instname
Accession number :
edsair.doi.dedup.....3c97ae7c451477bf2bd40d8067a5c65e