Three-dimensional cardiac computational modelling: methods, features and applications
A Lopez-Perez, R Sebastian, JM Ferrero - Biomedical engineering online, 2015 - Springer
The combination of computational models and biophysical simulations can help to interpret
an array of experimental data and contribute to the understanding, diagnosis and treatment …
an array of experimental data and contribute to the understanding, diagnosis and treatment …
Efficient probabilistic model personalization integrating uncertainty on data and parameters: Application to eikonal-diffusion models in cardiac electrophysiology
Biophysical models are increasingly used for medical applications at the organ scale.
However, model predictions are rarely associated with a confidence measure although there …
However, model predictions are rarely associated with a confidence measure although there …
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method
The efficient solution of coupled PDEs/ODEs problems arising in cardiac electrophysiology
is of key importance whenever interested to study the electrical behavior of the tissue for …
is of key importance whenever interested to study the electrical behavior of the tissue for …
Personalization of atrial anatomy and electrophysiology as a basis for clinical modeling of radio-frequency ablation of atrial fibrillation
Multiscale cardiac modeling has made great advances over the last decade. Highly detailed
atrial models were created and used for the investigation of initiation and perpetuation of …
atrial models were created and used for the investigation of initiation and perpetuation of …
Simultaneous data assimilation and cardiac electrophysiology model correction using differentiable physics and deep learning
Modelling complex systems, like the human heart, has made great progress over the last
decades. Patient-specific models, called 'digital twins', can aid in diagnosing arrhythmias …
decades. Patient-specific models, called 'digital twins', can aid in diagnosing arrhythmias …
Automated framework for the inclusion of a his–purkinje system in cardiac digital twins of ventricular electrophysiology
K Gillette, MAF Gsell, J Bouyssier, AJ Prassl… - Annals of biomedical …, 2021 - Springer
Personalized models of cardiac electrophysiology (EP) that match clinical observation with
high fidelity, referred to as cardiac digital twins (CDTs), show promise as a tool for tailoring …
high fidelity, referred to as cardiac digital twins (CDTs), show promise as a tool for tailoring …
Whole heart detailed and quantitative anatomy, myofibre structure and vasculature from X-ray phase-contrast synchrotron radiation-based micro computed …
A Gonzalez-Tendero, C Zhang… - European Heart …, 2017 - academic.oup.com
Background While individual cardiac myocytes only have a limited ability to shorten, the
heart efficiently pumps a large volume-fraction thanks to a cell organization in a complex 3D …
heart efficiently pumps a large volume-fraction thanks to a cell organization in a complex 3D …
Physics-constrained deep learning for robust inverse ecg modeling
The rapid development in advanced sensing and imaging brings about a data-rich
environment, facilitating the effective modeling, monitoring, and control of complex systems …
environment, facilitating the effective modeling, monitoring, and control of complex systems …
[HTML][HTML] Images as drivers of progress in cardiac computational modelling
Computational models have become a fundamental tool in cardiac research. Models are
evolving to cover multiple scales and physical mechanisms. They are moving towards …
evolving to cover multiple scales and physical mechanisms. They are moving towards …
Improving cardiomyocyte model fidelity and utility via dynamic electrophysiology protocols and optimization algorithms
T Krogh‐Madsen, EA Sobie… - The Journal of …, 2016 - Wiley Online Library
Mathematical models of cardiac electrophysiology are instrumental in determining
mechanisms of cardiac arrhythmias. However, the foundation of a realistic multiscale heart …
mechanisms of cardiac arrhythmias. However, the foundation of a realistic multiscale heart …