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Creation and application of virtual patient cohorts of heart models.

Authors :
Niederer SA
Aboelkassem Y
Cantwell CD
Corrado C
Coveney S
Cherry EM
Delhaas T
Fenton FH
Panfilov AV
Pathmanathan P
Plank G
Riabiz M
Roney CH
Dos Santos RW
Wang L
Source :
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences [Philos Trans A Math Phys Eng Sci] 2020 Jun 12; Vol. 378 (2173), pp. 20190558. Date of Electronic Publication: 2020 May 25.
Publication Year :
2020

Abstract

Patient-specific cardiac models are now being used to guide therapies. The increased use of patient-specific cardiac simulations in clinical care will give rise to the development of virtual cohorts of cardiac models. These cohorts will allow cardiac simulations to capture and quantify inter-patient variability. However, the development of virtual cohorts of cardiac models will require the transformation of cardiac modelling from small numbers of bespoke models to robust and rapid workflows that can create large numbers of models. In this review, we describe the state of the art in virtual cohorts of cardiac models, the process of creating virtual cohorts of cardiac models, and how to generate the individual cohort member models, followed by a discussion of the potential and future applications of virtual cohorts of cardiac models. This article is part of the theme issue 'Uncertainty quantification in cardiac and cardiovascular modelling and simulation'.

Details

Language :
English
ISSN :
1471-2962
Volume :
378
Issue :
2173
Database :
MEDLINE
Journal :
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Publication Type :
Academic Journal
Accession number :
32448064
Full Text :
https://doi.org/10.1098/rsta.2019.0558