Dreaming of electrical waves: Generative modeling of cardiac excitation waves using diffusion models

Electrical waves in the heart form rotating spiral or scroll waves during life-threatening arrhythmias, such as atrial or ventricular fibrillation. The wave dynamics are typically modeled using coupled partial differential equations, which describe reaction–diffusion dynamics in excitable media. Mor...

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Bibliographic Details
Main Authors: Tanish Baranwal, Jan Lebert, Jan Christoph
Format: Article
Language:English
Published: AIP Publishing LLC 2024-09-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0194391