Segmentation of epicardial adipose tissue in cardiac MRI using deep learning.
Miranda R. FultonAmy H. GivanMaria Fernandez-del-ValleJon D. KlingensmithPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Keyphrases
- cardiac mri
- deep learning
- left ventricle
- short axis
- left ventricular
- fully automatic
- physiological parameters
- magnetic resonance images
- machine learning
- automatically segmenting
- unsupervised learning
- manual segmentation
- mri images
- automatic segmentation
- deformable models
- mri data
- bias field
- weakly supervised
- medical images
- higher order
- segmentation algorithm
- level set
- mental models
- mr images
- maximum likelihood