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Updated: Jul 10, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Multilevel homogenization applied to the cardiac bidomain equations
Travis Austin1, Mark Trew, Andrew Pullan
1Bioengineering Institute, University of Auckland, New Zealand. t.austin@auckland.ac.nz
Upscaling cardiac models incorporates fine-scale structures for better defibrillation shock simulations. This method reduces computational cost while maintaining accuracy in cardiac tissue modeling.
Area of Science:
- Computational biology
- Biophysics
- Cardiac electrophysiology
Background:
- Accurate cardiac tissue modeling, essential for understanding defibrillation, requires incorporating fine-scale structures (50-100 microns).
- Previous studies show these structures aid total heart depolarization via virtual electrodes during defibrillation shocks.
Purpose of the Study:
- To address the computational challenge of detailed cardiac tissue models by developing an upscaled modeling approach.
- To present a method for generating homogenized cardiac models that reduce computational cost while retaining fine-scale structural information.
Main Methods:
- Developing an upscaling (homogenization) technique for cardiac tissue models.
- Incorporating fine-scale structural data into a reduced-scale model.
Main Results:
- The upscaled models successfully incorporate fine-scale structural information.
- This approach allows for simulations at a more reasonable computational scale.
Conclusions:
- Upscaling cardiac models offers a computationally efficient way to study defibrillation.
- This method integrates crucial fine-scale structural details, improving the accuracy and feasibility of cardiac tissue modeling.
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