Automated Recognition of Organ Sub-components for Segmentation Seeding Using Machine Learning.
Mohan K. ManchalaLynette E. BrownBrian E. ChapmanPublished in: CRI (2016)
Keyphrases
- machine learning
- medical images
- pattern recognition
- recognition rate
- recognition accuracy
- image parsing
- numeral strings
- image segmentation
- object recognition
- correct recognition
- automated segmentation
- fully automatic
- automated analysis
- segmentation algorithm
- symbol recognition
- level set
- computer vision
- multiscale
- automatic recognition
- organ segmentation
- machine learning methods
- segmentation method
- medical imaging
- supervised learning
- recognition algorithm
- image analysis
- region growing
- action recognition
- recognition process
- anatomical structures
- data mining
- learning algorithm
- feature selection
- decision trees
- feature extraction
- machine learning algorithms
- energy function
- input image
- segmentation accuracy
- object segmentation
- shape prior
- character segmentation
- unsupervised learning
- image processing
- deformable models
- sign recognition