Optimizing proportional balance between supervised and unsupervised features for ultrasound breast lesion classification.
Mingue SongYanggon KimPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- supervised learning
- unsupervised methods
- unsupervised learning
- feature set
- feature vectors
- classification accuracy
- unsupervised feature selection
- supervised classification
- classification models
- classification method
- feature selection
- feature space
- feature extraction
- classification process
- supervised training
- svm classifier
- feature analysis
- class labels
- semi supervised
- extracted features
- image features
- extracting features
- classification algorithm
- support vector machine
- ultrasound images
- support vector
- pattern recognition
- feature subset
- feature values
- skin lesion
- image classification
- breast tissue
- machine learning
- supervised classifiers
- supervised and semi supervised
- mammogram images
- breast cancer diagnosis
- dimensionality reduction
- face recognition
- supervised methods
- restricted boltzmann machine
- benchmark datasets