4.5 Review

Creation and application of virtual patient cohorts of heart models

Publisher

ROYAL SOC
DOI: 10.1098/rsta.2019.0558

Keywords

simulation; cardiac; virtual patient cohorts; digital twin

Funding

  1. RF Government [211]
  2. RFBR [18-29-13008]
  3. EPSRC [EP/R014604/1, EP/P01268X/1, EP/M012492/1, NS/A000049/1, EP/R045046/1]
  4. BHF [PG/16/17/32069, SP/18/6/33805, PG/19/44/34368]
  5. National Institute for Health Research (NIHR) KCL Biomedical Research Centre
  6. MRC [MR/S015086/1]
  7. Rosetrees Trust [M577]
  8. CAPES
  9. CNPq
  10. FAPEMIG
  11. NIH [1R01HL143450-01]
  12. NSF [CMMI-1762553, CMMI-1762803]
  13. EPSRC [EP/M012492/1, EP/R045046/1, EP/R014604/1, EP/P01268X/1] Funding Source: UKRI
  14. MRC [MR/S015086/1] Funding Source: UKRI
  15. British Heart Foundation [SP/18/6/33805] Funding Source: researchfish
  16. Engineering and Physical Sciences Research Council [EP/R014604/1, EP/P01268X/1, EP/R045046/1, EP/M012492/1] Funding Source: researchfish
  17. Medical Research Council [MR/S015086/1] Funding Source: researchfish
  18. National Institute for Health Research [II-LB-1116-20001] Funding Source: researchfish
  19. National Institutes of Health Research (NIHR) [II-LB-1116-20001] Funding Source: National Institutes of Health Research (NIHR)

Ask authors/readers for more resources

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'.

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