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Chapter 7 - Machine learning and biophysical models: how to benefit each other?

Project: SimCardioTest

Updated at: 31-03-2024

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A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Insights from an electro-mechanical heart failure cell model: Role of SERCA enhancement on arrhythmogenesis and myocyte ...

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Computational Study of Drug Effects on Different Atrial Fibrillation Stages

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

In-silico Analysis of Device-Related Thrombosis for Different Left Atrial Appendage Occluder Settings

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Considering population variability of electrophysiological models improves the assessment of drug-induced torsadogenic r...

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Deep Learning Framework for Real-Time Estimation of in-silico Thrombotic Risk Indices in the Left Atrial Appendage

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Sensitivity Analysis of In Silico Fluid Simulations to Predict Thrombus Formation after Left Atrial Appendage Occlusion

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Analysis of the response of human iPSC-derived cardiomyocyte tissue to ICaL block. A combined in vitro and in silico app...

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Prediction of Drug-Induced Arrhythmogenic Risk Using In Silico Populations of Models

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Left atrial haemodynamic evaluation using 4D flow cardiac magnetic resonance imaging: application to hypertension and hy...

Project: SimCardioTest

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Project acronym SimCardioTest

Modeling Cardiac Stimulation by a Pacemaker, with Accurate Tissue-Electrode Interface

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Project acronym SimCardioTest

Automatic modeling of dynamic drug-hERG channel interactions using three voltage protocols and machine learning techniqu...

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Project acronym SimCardioTest

Mapping the use of computational modelling and simulation in clinics: A survey

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Project acronym SimCardioTest

Omecamtiv Mecarbil Improves Contraction Behaviour in a 3D Electromechanical Tissue Model of Heart Failure

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Simulación de los efectos de fármacos antiarrítmicos en la electrofisiología auricular

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

simcardems: A FEniCS-based cardiac electro-mechanics solver

Project: SimCardioTest

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Project acronym SimCardioTest

Simulation Study of the Protective Effect of Drugs in Acute Myocardial Ischemia

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Updated at: 31-03-2024

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Project acronym SimCardioTest

Domain expert evaluation of advanced visual computing solutions and 3D printing for the planning of the left atrial appe...

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Project acronym SimCardioTest

Sensitivity Analysis of Left Atrial Wall Modeling Approaches and Inlet/Outlet Boundary Conditions in Fluid Simulations t...

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Updated at: 31-03-2024

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Project acronym SimCardioTest

On The Importance of Fundamental Computational Fluid Dynamics Towards a Robust and Reliable Model of Left Atrial Flows: ...

Project: SimCardioTest

Updated at: 31-03-2024

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Project acronym SimCardioTest

Uncertainty assessment of proarrhythmia predictions derived from multi‑level in silico models

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Project acronym SimCardioTest

VaMPy: An Automated and Objective Pipeline for Modeling Vascular Geometries

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Project acronym SimCardioTest

Using Computational Modelling to Define the Ideal Characteristics of Antiarrhythmic Drugs in Acute Ischemia

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Project acronym SimCardioTest

In Silico Evaluation of New Approaches in Cardiac Resynchronization Therapy

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Project acronym SimCardioTest

In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation ...

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Arrhythmogenic Effects of Genetic Mutations Affecting Potassium Channels in Human Atrial Fibrillation: A Simulation Stud...

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Project acronym SimCardioTest

Analysis of vulnerability to reentry in acute myocardial ischemia using a realistic human heart model.

Project: SimCardioTest

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Project acronym SimCardioTest

Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage

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Updated at: 31-03-2024

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Project acronym SimCardioTest

Left Atrial Thrombus-Are All Atria and Appendages Equal?

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Chapter 7 - Machine learning and biophysical models: how to benefit each other?

A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment

Insights from an electro-mechanical heart failure cell model: Role of SERCA enhancement on arrhythmogenesis and myocyte ...

Computational Study of Drug Effects on Different Atrial Fibrillation Stages

In-silico Analysis of Device-Related Thrombosis for Different Left Atrial Appendage Occluder Settings

Considering population variability of electrophysiological models improves the assessment of drug-induced torsadogenic r...

Deep Learning Framework for Real-Time Estimation of in-silico Thrombotic Risk Indices in the Left Atrial Appendage

Sensitivity Analysis of In Silico Fluid Simulations to Predict Thrombus Formation after Left Atrial Appendage Occlusion

Analysis of the response of human iPSC-derived cardiomyocyte tissue to ICaL block. A combined in vitro and in silico app...

Prediction of Drug-Induced Arrhythmogenic Risk Using In Silico Populations of Models

Left atrial haemodynamic evaluation using 4D flow cardiac magnetic resonance imaging: application to hypertension and hy...

Modeling Cardiac Stimulation by a Pacemaker, with Accurate Tissue-Electrode Interface

Automatic modeling of dynamic drug-hERG channel interactions using three voltage protocols and machine learning techniqu...

Mapping the use of computational modelling and simulation in clinics: A survey

Omecamtiv Mecarbil Improves Contraction Behaviour in a 3D Electromechanical Tissue Model of Heart Failure

Simulación de los efectos de fármacos antiarrítmicos en la electrofisiología auricular

simcardems: A FEniCS-based cardiac electro-mechanics solver

Simulation Study of the Protective Effect of Drugs in Acute Myocardial Ischemia

Domain expert evaluation of advanced visual computing solutions and 3D printing for the planning of the left atrial appe...

Sensitivity Analysis of Left Atrial Wall Modeling Approaches and Inlet/Outlet Boundary Conditions in Fluid Simulations t...

On The Importance of Fundamental Computational Fluid Dynamics Towards a Robust and Reliable Model of Left Atrial Flows: ...

Uncertainty assessment of proarrhythmia predictions derived from multi‑level in silico models

VaMPy: An Automated and Objective Pipeline for Modeling Vascular Geometries

Using Computational Modelling to Define the Ideal Characteristics of Antiarrhythmic Drugs in Acute Ischemia

In Silico Evaluation of New Approaches in Cardiac Resynchronization Therapy

In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation ...

Arrhythmogenic Effects of Genetic Mutations Affecting Potassium Channels in Human Atrial Fibrillation: A Simulation Stud...

Analysis of vulnerability to reentry in acute myocardial ischemia using a realistic human heart model.

Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage

Left Atrial Thrombus-Are All Atria and Appendages Equal?