Extraction of medically interpretable features for classification of malignancy in breast thermography.
Himanshu MadhuSiva Teja KakiletiKrithika VenkataramaniSusmija JabbireddyPublished in: EMBC (2016)
Keyphrases
- benign and malignant
- classification method
- classification accuracy
- feature extraction
- feature vectors
- feature set
- classification process
- digital mammograms
- breast cancer
- feature space
- feature extraction and classification
- features extraction
- gender classification
- svm classifier
- breast tissue
- extracted features
- classification models
- mammogram images
- class labels
- feature representation
- classification rules
- automatically extracted
- feature analysis
- high dimensionality
- pattern recognition
- feature selection
- benchmark datasets
- discriminative features
- low level
- lung nodules
- feature selection algorithms
- irrelevant features
- decision trees
- breast cancer diagnosis
- training set
- support vector machine
- extracting features
- computer aided diagnosis
- machine learning
- information extraction
- image features
- image classification
- support vector machine svm
- classification scheme