A hybrid hierarchical framework for classification of breast density using digitized film screen mammograms.
Indrajeet KumarHarvendra Singh BhadauriaJitendra VirmaniShruti ThakurPublished in: Multim. Tools Appl. (2017)
Keyphrases
- breast tissue
- digital mammograms
- main contribution
- decision trees
- pattern recognition
- mammographic images
- digitized mammograms
- hierarchical classification
- classification scheme
- automatic classification
- breast cancer
- unsupervised learning
- feature vectors
- mammogram images
- classification accuracy
- training samples
- decision rules
- breast cancer diagnosis
- machine learning
- feature extraction
- training data
- data sets
- supervised learning
- feature selection
- video classification
- feature space
- classification models
- probabilistic model
- classification method
- support vector machine
- model selection