Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images.
U. RaghavendraU. Rajendra AcharyaAnjan GudigarShetty RanjanKrishnananda NayakPai UmeshJyothi SamanthChaithra NayakPublished in: Neural Comput. Appl. (2017)
Keyphrases
- heart failure
- ultrasound images
- texture features
- health care
- textural features
- texture analysis
- texture classification
- speckle noise
- texture information
- gabor filters
- texture images
- normal subjects
- gray level
- image features
- feature set
- local binary pattern
- heart disease
- distance measure
- feature vectors
- textured images
- feature extraction
- chronic disease
- clinical decision support systems
- edge detection
- image segmentation
- clinical data
- multiscale
- feature space
- information systems
- image analysis
- active contours