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 …

Physics-informed neural networks for cardiac activation map**

F Sahli Costabal, Y Yang, P Perdikaris… - Frontiers in …, 2020 - frontiersin.org
A critical procedure in diagnosing atrial fibrillation is the creation of electro-anatomic
activation maps. Current methods generate these map**s from interpolation using a few …

[HTML][HTML] A comprehensive and biophysically detailed computational model of the whole human heart electromechanics

M Fedele, R Piersanti, F Regazzoni, M Salvador… - Computer Methods in …, 2023 - Elsevier
While ventricular electromechanics is extensively studied in both physiological and
pathological conditions, four-chamber heart models have only been addressed recently; …

[HTML][HTML] A framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs

K Gillette, MAF Gsell, AJ Prassl, E Karabelas… - Medical image …, 2021 - Elsevier
Abstract Cardiac digital twins (Cardiac Digital Twin (CDT) s) of human electrophysiology
(Electrophysiology (EP)) are digital replicas of patient hearts derived from clinical data that …

The fractal heart—embracing mathematics in the cardiology clinic

G Captur, AL Karperien, AD Hughes… - Nature Reviews …, 2017 - nature.com
For clinicians grappling with quantifying the complex spatial and temporal patterns of
cardiac structure and function (such as myocardial trabeculae, coronary microvascular …

Integrated heart—coupling multiscale and multiphysics models for the simulation of the cardiac function

A Quarteroni, T Lassila, S Rossi… - Computer Methods in …, 2017 - Elsevier
Mathematical modeling of the human heart and its function can expand our understanding of
various cardiac diseases, which remain the most common cause of death in the developed …

A mathematical model that integrates cardiac electrophysiology, mechanics, and fluid dynamics: Application to the human left heart

M Bucelli, A Zingaro, PC Africa… - … journal for numerical …, 2023 - Wiley Online Library
We propose a mathematical and numerical model for the simulation of the heart function that
couples cardiac electrophysiology, active and passive mechanics and hemodynamics, and …

[HTML][HTML] 3D–0D closed-loop model for the simulation of cardiac biventricular electromechanics

R Piersanti, F Regazzoni, M Salvador, AF Corno… - Computer Methods in …, 2022 - Elsevier
Two crucial factors for accurate numerical simulations of cardiac electromechanics, which
are also essential to reproduce the synchronous activity of the heart, are:(i) accounting for …

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 …

[HTML][HTML] Machine learning in drug development: Characterizing the effect of 30 drugs on the QT interval using Gaussian process regression, sensitivity analysis, and …

FS Costabal, K Matsuno, J Yao, P Perdikaris… - Computer Methods in …, 2019 - Elsevier
Prolonged QT intervals are a major risk factor for ventricular arrhythmias and a leading
cause of sudden cardiac death. Various drugs are known to trigger QT interval prolongation …