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Random ECGs

We present a method to efficiently evaluate the uncertainty in bidomain-based ECGs (mean, covariance) when the position of the electrodes is uncertain. The strategy is based on the lead field approach and a low-rank decomposition of the covariance matrix. The implementation is done in FEniCS.

ECG results

‼️ Check out the implementation! 💻 Jupyter notebook: Simulation2D.ipynb

Paper

The preprint

Multerer M., Pezzuto S. Fast and Accurate Uncertainty Quantification for the ECG with Random Electrodes Location.

is available on arXiv (2102.09960).

Poster

Poster

The PDF is available here: FIMH2021.

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FIMH '21 contribution on ECG UQ with random electrodes location

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