Semi-supervised breast cancer histology classification using deep multiple instance learning and contrast predictive coding (Conference Presentation).
Ming Y. LuRichard J. ChenFaisal MahmoodPublished in: Medical Imaging: Digital Pathology (2020)
Keyphrases
- breast cancer
- multiple instance learning
- semi supervised
- supervised learning
- bladder cancer
- mammogram images
- predictive coding
- semi supervised learning
- unsupervised learning
- logistic regression
- breast tissue
- class labels
- classification accuracy
- active learning
- multi class
- breast cancer patients
- unlabeled data
- pairwise
- image classification
- labeled data
- machine learning
- training set
- image annotation
- decision trees
- feature set
- feature vectors
- high dimensional
- feature extraction
- visual features
- text classification
- markov random field
- support vector machine
- image retrieval
- feature space
- support vector