H-Scan Format for Classification of Ultrasound Scatterers and Matched Comparison to Histology Measurements.
Mawia KhairalseedGirdhari RijalKenneth HoytPublished in: ISBI (2020)
Keyphrases
- classification accuracy
- pattern recognition
- support vector
- pattern classification
- automatic classification
- class labels
- feature selection
- classification scheme
- feature extraction
- classification systems
- classification method
- classification algorithm
- support vector machine svm
- model selection
- quantitative evaluation
- benchmark datasets
- unsupervised learning
- text classification
- classification process
- support vector machine
- feature space
- decision trees
- confusion matrices
- radio frequency
- scan data
- supervised classification
- classification rate
- databases
- classification models
- cost sensitive
- ultrasound images
- image classification
- supervised learning
- multi class
- machine learning