Densely Connected Fully Convolutional Network for Short-Axis Cardiac Cine MR Image Segmentation and Heart Diagnosis Using Random Forest.
Mahendra KhenedAlex VargheseGanapathy KrishnamurthiPublished in: STACOM@MICCAI (2017)
Keyphrases
- random forest
- short axis
- left ventricle
- cardiac magnetic resonance
- image segmentation
- cardiac motion
- left ventricular
- cardiac imaging
- long axis
- mr images
- cardiac mri
- manual segmentation
- fully automatic
- mri images
- decision trees
- image analysis
- mri data
- medical images
- magnetic resonance
- graph cuts
- feature set
- heart motion
- ensemble methods
- multi label
- automatic segmentation
- tagged mri
- computer vision
- markov random field
- deformable models
- active contours
- image registration
- active shape model
- level set
- segmentation algorithm
- magnetic resonance imaging
- image processing
- gray level
- medical imaging
- magnetic resonance images
- energy function
- displacement field
- motion tracking
- abnormality detection
- semi automatic
- training set
- shape prior
- machine learning