Precision medicine in human heart modeling: perspectives, challenges, and opportunities
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 …
medical treatment to the individual genes, anatomy, physiology, and lifestyle of each person …
Physics-informed neural networks for cardiac activation map**
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 …
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
While ventricular electromechanics is extensively studied in both physiological and
pathological conditions, four-chamber heart models have only been addressed recently; …
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
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 …
(Electrophysiology (EP)) are digital replicas of patient hearts derived from clinical data that …
The fractal heart—embracing mathematics in the cardiology clinic
For clinicians grappling with quantifying the complex spatial and temporal patterns of
cardiac structure and function (such as myocardial trabeculae, coronary microvascular …
cardiac structure and function (such as myocardial trabeculae, coronary microvascular …
Integrated heart—coupling multiscale and multiphysics models for the simulation of the cardiac function
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 …
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
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 …
couples cardiac electrophysiology, active and passive mechanics and hemodynamics, and …
[HTML][HTML] 3D–0D closed-loop model for the simulation of cardiac biventricular electromechanics
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 …
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
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 …
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 …
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 …
cause of sudden cardiac death. Various drugs are known to trigger QT interval prolongation …