Computational models in cardiology

SA Niederer, J Lumens, NA Trayanova - Nature reviews cardiology, 2019 - nature.com
The treatment of individual patients in cardiology practice increasingly relies on advanced
imaging, genetic screening and devices. As the amount of imaging and other diagnostic …

[HTML][HTML] Precision medicine in human heart modeling: perspectives, challenges, and opportunities

M Peirlinck, FS Costabal, J Yao, JM Guccione… - … and modeling in …, 2021 - Springer
Precision medicine is a new frontier in healthcare that uses scientific methods to customize
medical treatment to the individual genes, anatomy, physiology, and lifestyle of each person …

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

J Corral-Acero, F Margara, M Marciniak… - European heart …, 2020 - academic.oup.com
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 …

[HTML][HTML] Patient-specific cardiovascular computational modeling: diversity of personalization and challenges

RA Gray, P Pathmanathan - Journal of cardiovascular translational …, 2018 - Springer
Patient-specific computer models have been developed representing a variety of aspects of
the cardiovascular system spanning the disciplines of electrophysiology, electromechanics …

Multi-scale modeling of the cardiovascular system: disease development, progression, and clinical intervention

Y Zhang, VH Barocas, SA Berceli, CE Clancy… - Annals of biomedical …, 2016 - Springer
Cardiovascular diseases (CVDs) are the leading cause of death in the western world. With
the current development of clinical diagnostics to more accurately measure the extent and …

Uncertainty and variability in computational and mathematical models of cardiac physiology

GR Mirams, P Pathmanathan, RA Gray… - The Journal of …, 2016 - Wiley Online Library
Key points Mathematical and computational models of cardiac physiology have been an
integral component of cardiac electrophysiology since its inception, and are collectively …

The critical role of lumped parameter models in patient-specific cardiovascular simulations

L Garber, S Khodaei, Z Keshavarz-Motamed - Archives of Computational …, 2022 - Springer
Cardiovascular (CV) disease impacts tens of millions of people annually and carries a
massive global economic burden. Continued advances in medical imaging, hardware and …

Creation and application of virtual patient cohorts of heart models

SA Niederer, Y Aboelkassem… - … of the Royal …, 2020 - royalsocietypublishing.org
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 …

[HTML][HTML] Computational fluid dynamics modelling in cardiovascular medicine

PD Morris, A Narracott, H von Tengg-Kobligk… - Heart, 2016 - heart.bmj.com
This paper reviews the methods, benefits and challenges associated with the adoption and
translation of computational fluid dynamics (CFD) modelling within cardiovascular medicine …

Machine learning in cardiovascular medicine: are we there yet?

K Shameer, KW Johnson, BS Glicksberg, JT Dudley… - Heart, 2018 - heart.bmj.com
Artificial intelligence (AI) broadly refers to analytical algorithms that iteratively learn from
data, allowing computers to find hidden insights without being explicitly programmed where …