Associations between fully-automated, 3D-based functional analysis of the left atrium and classification schemes in atrial fibrillation

BACKGROUND: Atrial fibrillation (AF) has been linked to left atrial (LA) enlargement. Whereas most studies focused on 2D-based estimation of static LA volume (LAV), we used a fully-automatic convolutional neural network (CNN) for time-resolved (CINE) volumetry of the whole LA on cardiac MRI (cMRI)....

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Detalles Bibliográficos
Autores principales: Pradella, Maurice, Anastasopoulos, Constantin, Yang, Shan, Moor, Manuela, Badertscher, Patrick, Gehweiler, Julian E., Spies, Florian, Haaf, Philip, Zellweger, Michael, Sommer, Gregor, Stieltjes, Bram, Bremerich, Jens, Osswald, Stefan, Kühne, Michael, Sticherling, Christian, Knecht, Sven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377598/
https://www.ncbi.nlm.nih.gov/pubmed/35969532
http://dx.doi.org/10.1371/journal.pone.0272011

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