Search Results for author: Tanish Baranwal

Found 1 papers, 0 papers with code

Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models

no code implementations22 Dec 2023 Tanish Baranwal, Jan Lebert, Jan Christoph

We characterized and compared the diffusion-generated solutions to solutions obtained with biophysical models and found that diffusion models learn to replicate spiral and scroll waves dynamics so well that they could serve as an alternative data-driven approach for the modeling of excitation waves in cardiac tissue.

Denoising

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