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

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

<h4>Background</h4>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 c...

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Bibliographic Details
Main Authors: Maurice Pradella, Constantin Anastasopoulos, Shan Yang, Manuela Moor, Patrick Badertscher, Julian E Gehweiler, Florian Spies, Philip Haaf, Michael Zellweger, Gregor Sommer, Bram Stieltjes, Jens Bremerich, Stefan Osswald, Michael Kühne, Christian Sticherling, Sven Knecht
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0272011

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https://doi.org/10.1371/journal.pone.0272011

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