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Artificial Intelligence-Driven Algorithm for Drug Effect Prediction on Atrial Fibrillation: An in silico Population of Models Approach

Background: Antiarrhythmic drugs are the first-line treatment for atrial fibrillation (AF), but their effect is highly dependent on the characteristics of the patient. Moreover, anatomical variability, and specifically atrial size, have also a strong influence on AF recurrence.Objective: We performe...

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Principais autores: Ana Maria Sanchez de la Nava, Ángel Arenal, Francisco Fernández-Avilés, Felipe Atienza
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021-12-01
coleção:Frontiers in Physiology
Assuntos:
atrial fibrillation
computational models
decision tree
drug safety
safety pharmacology
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fphys.2021.768468/full
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