Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning.
Bosung SeoDaniel MarianoJohn BeckfieldVinay MadenurYuming HuTony ReinaMarcus BobarMai H. NguyenIlkay AltintasPublished in: CoRR (2019)
Keyphrases
- cardiac mri
- deep learning
- left ventricle
- image segmentation
- image analysis
- wall thickness
- fully automatic
- unsupervised learning
- machine learning
- physiological parameters
- short axis
- multiscale
- graph cuts
- active contours
- left ventricular
- segmentation algorithm
- markov random field
- shape prior
- image processing
- region growing
- segmented images
- level set
- magnetic resonance images
- energy functional
- deformable models
- segmentation method
- synthetic data
- expectation maximization
- ground truth
- image data