Optimizing and Visualizing Deep Learning for Benign/Malignant Classification in Breast Tumors.
Darvin YiRebecca Lynn SawyerDavid Cohn IIIJared DunnmonCarson LamXuerong XiaoDaniel L. RubinPublished in: CoRR (2017)
Keyphrases
- deep learning
- breast tumors
- benign and malignant
- digital mammograms
- breast cancer
- unsupervised learning
- malignant melanoma
- machine learning
- lung nodules
- pattern recognition
- automated detection
- numerical data
- support vector
- feature vectors
- classification accuracy
- supervised learning
- text classification
- feature extraction
- mental models
- feature selection
- weakly supervised
- pairwise
- receiver operating characteristic
- feature space
- logistic regression
- decision trees
- training set