Automatic Myocardium Segmentation in Delayed-Enhancement MRI with Pathology-Specific Data Augmentation and Deep Learning Architectures

Automatic Myocardium Segmentation in Delayed-Enhancement MRI with Pathology-Specific Data Augmentation and Deep Learning Architectures

The extent of myocardial infarction (MI) can be evaluated thanks to delayed enhancement (DE) cardiac MRI. DE MRI is an imaging technique acquired several minutes after the injection of a contrast agent where MI appears with a bright signal. The automatic myocardium segmentation in DE MRI is quite ch...

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Bibliographic Details
Main Authors: Gonzalo Mosquera-Rojas, Cylia Ouadah, Azadeh Hadadi, Alain Lalande, Sarah Leclerc
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Algorithms
Subjects:
data augmentation
cardiac imaging
myocardial infarction
delayed enhancement MRI
image segmentation
Online Access:https://www.mdpi.com/1999-4893/16/10/488

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https://www.mdpi.com/1999-4893/16/10/488

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