An exploration of ventricle regions segmentation and multiclass disease detection using cardiac MRI.
Velappan SubhaG. GomathiA. Manivanna BoopathiPublished in: Int. J. Imaging Syst. Technol. (2024)
Keyphrases
- multi class
- cardiac mri
- left ventricle
- object detection
- short axis
- physiological parameters
- binary classification
- fully automatic
- region of interest
- left ventricular
- magnetic resonance images
- multiclass problems
- multiple classes
- multiclass classification
- pairwise
- binary classifiers
- feature selection
- image regions
- cost sensitive
- deformable models
- medical images
- image analysis
- input image
- level set
- segmented images
- region growing
- support vector
- shape prior
- data sets
- graph cuts
- segmentation algorithm
- segmentation method
- semi automatic
- multiresolution
- pattern recognition
- image segmentation
- multiclass learning