Improving Deep Learning Shape Consistency with a New Loss Function for Left Ventricle Segmentation in Cardiac MRI.
Matheus Alberto de Oliveira RibeiroMarco A. GutierrezFátima L. S. NunesPublished in: CBMS (2023)
Keyphrases
- loss function
- deep learning
- cardiac mri
- physiological parameters
- support vector
- pairwise
- unsupervised learning
- magnetic resonance images
- machine learning
- regularization term
- left ventricle
- weakly supervised
- left ventricular
- semi supervised
- mental models
- shape model
- data mining
- image analysis
- fully automatic
- face recognition
- decision trees
- feature selection