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

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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Superior document:Karlsruhe transactions on biomedical engineering
:
Patricio Sánchez Arciniegas, Jorge
Year of Publication:2022
Language:English
Series:Karlsruhe transactions on biomedical engineering
Physical Description:1 electronic resource (162 p.)
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spelling Patricio Sánchez Arciniegas, Jorge auth
A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation
Karlsruhe KIT Scientific Publishing 2022
1 electronic resource (162 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Karlsruhe transactions on biomedical engineering
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.
English
Electrical engineering bicssc
Vorhofflimmern
Fibrose
maschinelles Lernen
Bidomain
Modellierung des Herzens
atrial fibrillation
fibrosis
machine learning
bidomain
cardiac modeling
3-7315-1170-3
language English
format eBook
author Patricio Sánchez Arciniegas, Jorge
spellingShingle Patricio Sánchez Arciniegas, Jorge
A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
Karlsruhe transactions on biomedical engineering
author_facet Patricio Sánchez Arciniegas, Jorge
author_variant s a j p saj sajp
author_sort Patricio Sánchez Arciniegas, Jorge
title A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
title_sub A Translational Study to Guide Ablation Therapy
title_full A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
title_fullStr A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
title_full_unstemmed A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
title_auth A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
title_alt Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation
title_new A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation
title_sort a multiscale in silico study to characterize the atrial electrical activity of patients with atrial fibrillation a translational study to guide ablation therapy
series Karlsruhe transactions on biomedical engineering
series2 Karlsruhe transactions on biomedical engineering
publisher KIT Scientific Publishing
publishDate 2022
physical 1 electronic resource (162 p.)
isbn 3-7315-1170-3
illustrated Not Illustrated
work_keys_str_mv AT patriciosanchezarciniegasjorge amultiscaleinsilicostudytocharacterizetheatrialelectricalactivityofpatientswithatrialfibrillationatranslationalstudytoguideablationtherapy
AT patriciosanchezarciniegasjorge multiscaleinsilicostudytocharacterizetheatrialelectricalactivityofpatientswithatrialfibrillation
status_str n
ids_txt_mv (CKB)5860000000051234
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hierarchy_parent_title Karlsruhe transactions on biomedical engineering
is_hierarchy_title A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation A Translational Study to Guide Ablation Therapy
container_title Karlsruhe transactions on biomedical engineering
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