Do pre-trained deep learning models improve computer-aided classification of digital mammograms?
Sarah S. AboutalibAly A. MohamedMargarita L. ZuleyWendie A. BergYahong LuoShandong WuPublished in: Medical Imaging: Computer-Aided Diagnosis (2018)
Keyphrases
- computer aided
- learning models
- digital mammograms
- classification models
- pre trained
- machine learning
- machine learning algorithms
- computer aided diagnosis
- image analysis
- mammographic images
- loss function
- decision trees
- receiver operating characteristic
- pattern recognition
- text classification
- semi supervised learning
- support vector
- learning tasks
- feature vectors
- supervised learning
- cad systems
- neural network
- logistic regression
- training data
- learning algorithm
- unsupervised learning
- feature subset
- image classification
- classification accuracy
- feature selection
- data mining