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 …

[HTML][HTML] The living heart project: a robust and integrative simulator for human heart function

B Baillargeon, N Rebelo, DD Fox, RL Taylor… - European Journal of …, 2014 - Elsevier
The heart is not only our most vital, but also our most complex organ: Precisely controlled by
the interplay of electrical and mechanical fields, it consists of four chambers and four valves …

Machine learning for cardiovascular biomechanics modeling: challenges and beyond

A Arzani, JX Wang, MS Sacks, SC Shadden - Annals of Biomedical …, 2022 - Springer
Recent progress in machine learning (ML), together with advanced computational power,
have provided new research opportunities in cardiovascular modeling. While classifying …

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 …

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 …

[HTML][HTML] Electro-mechanical whole-heart digital twins: a fully coupled multi-physics approach

T Gerach, S Schuler, J Fröhlich, L Lindner… - Mathematics, 2021 - mdpi.com
Mathematical models of the human heart are evolving to become a cornerstone of precision
medicine and support clinical decision making by providing a powerful tool to understand …

In Vitro Methods to Model Cardiac Mechanobiology in Health and Disease

I Jorba, D Mostert, LHL Hermans… - … Engineering Part C …, 2021 - liebertpub.com
In vitro cardiac modeling has taken great strides in the past decade. While most cell and
engineered tissue models have focused on cell and tissue contractile function as readouts …

Linking statistical shape models and simulated function in the healthy adult human heart

C Rodero, M Strocchi, M Marciniak… - PLoS computational …, 2021 - journals.plos.org
Cardiac anatomy plays a crucial role in determining cardiac function. However, there is a
poor understanding of how specific and localised anatomical changes affect different …

Patient-specific modeling of cardiovascular mechanics

CA Taylor, CA Figueroa - Annual review of biomedical …, 2009 - annualreviews.org
Advances in numerical methods and three-dimensional imaging techniques have enabled
the quantification of cardiovascular mechanics in subject-specific anatomic and physiologic …

Distilling complexity to advance cardiac tissue engineering

BM Ogle, N Bursac, I Domian, NF Huang… - Science translational …, 2016 - science.org
The promise of cardiac tissue engineering is in the ability to recapitulate in vitro the
functional aspects of a healthy heart and disease pathology as well as to design …