Breast Mass Classification in Mammograms using Ensemble Convolutional Neural Networks.
Andrik RampunBryan W. ScotneyPhilip J. MorrowHui WangPublished in: HealthCom (2018)
Keyphrases
- digitized mammograms
- mammogram images
- digital mammograms
- convolutional neural networks
- mammographic images
- breast cancer
- breast tissue
- classification accuracy
- pattern recognition
- training set
- breast cancer diagnosis
- final classification
- machine learning
- support vector machine
- digital mammography
- computer aided detection
- support vector
- feature selection
- decision trees
- neural network
- ensemble methods
- classification algorithm
- learning algorithm
- classification models
- receiver operating characteristic
- classifier ensemble
- majority voting
- multiple classifiers
- textural features
- machine learning methods
- feature extraction
- logistic regression
- support vector machine svm
- feature vectors
- multiscale