A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy

A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy

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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 chara...

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Bibliographic Details
Main Author: Patricio Sánchez Arciniegas, Jorge (auth)
Format: Electronic Book Chapter
Language:English
Published: Karlsruhe KIT Scientific Publishing 2022
Series:Karlsruhe transactions on biomedical engineering 24
Subjects:
Electrical engineering
Vorhofflimmern
Fibrose
maschinelles Lernen
Bidomain
Modellierung des Herzens
atrial fibrillation
fibrosis
machine learning
bidomain
cardiac modeling
Online Access:OAPEN Library: download the publication
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