Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data.
Weijun HeXiaolei HuangDimitris N. MetaxasXiaoyou YingPublished in: MICCAI (2005)
Keyphrases
- medical data
- efficient learning
- training data
- medical images
- clinical data
- medical data mining
- class labels
- training examples
- training set
- medical information
- data mining
- active learning
- decision trees
- learning algorithm
- medical records
- patient outcomes
- medical data sets
- bayes net
- feature selection
- semi supervised learning
- labeled data
- feature set
- privacy sensitive
- classification algorithm
- naive bayes
- database
- unlabeled data
- data miners
- knowledge discovery
- data sources
- real world