Automatic analysis of three-dimensional cardiac tagged magnetic resonance images using neural networks trained on synthetic data

ABSTRACT: Background: Three-dimensional (3D) tagged magnetic resonance (MR) imaging enables in-vivo quantification of cardiac motion. While deep learning methods have been developed to analyze these images, they have been restricted to two-dimensional datasets. We present a deep learning approach s...

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Bibliographic Details
Main Authors: Stefano Buoso, Christian T. Stoeck, Sebastian Kozerke
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Journal of Cardiovascular Magnetic Resonance
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Online Access:http://www.sciencedirect.com/science/article/pii/S1097664725000316
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