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A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation : A Translational Study to Guide Ablation Therapy
Sánchez Arciniegas, Jorge Patricio
出版KIT Scientific Publishing, 2022-05-30
主題Medical / General
ISBN37315117039783731511700
URLhttp://books.google.com.hk/books?id=cj50EAAAQBAJ&hl=&source=gbs_api
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註釋The atrial substrate undergoes electrical and structural remodeling during atrial fibrillation. Detailed multiscale models were used to study the effect of structural remodeling induced at the cellular and tissue levels. Simulated electrograms were used to train a machine-learning algorithm to characterize the substrate. Also, wave propagation direction was tracked from unannotated electrograms. In conclusion, in silico experiments provide insight into electrograms' information of the substrate.