Expanding the deep-learning model to diagnosis LVNC: limitations and trade-offs

Expanding the deep-learning model to diagnosis LVNC: limitations and trade-offs

Hyper-trabeculation or non-compaction in the left ventricle of the myocardium (LVNC) is a recently classified form of cardiomyopathy. Several methods have been proposed to quantify the trabeculae accurately in the left ventricle, but there is no general agreement in the medical community to use a pa...

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Bibliographic Details
Main Authors: G. Bernabé, P. González-Férez, J. M. García, G. Casas, J. González-Carrillo
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
Subjects:
Left ventricular non-compaction diagnosis
training with different cardiomyopathies
U-Net convolutional neural network
MRI image segmentation
Online Access:https://www.tandfonline.com/doi/10.1080/21681163.2024.2314566
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