Reinforced confidence in self-training for a semi-supervised medical data classification.
Mohammed El Amine BecharNesma SettoutiMohammed Amine ChikhMouloud AdelPublished in: Int. J. Appl. Pattern Recognit. (2017)
Keyphrases
- medical data
- semi supervised
- co training
- semi supervised classification
- semi supervised learning
- medical images
- supervised learning
- clinical data
- unsupervised learning
- semi supervised learning algorithms
- data mining
- labeled and unlabeled data
- training set
- text classification
- class labels
- multi view
- decision trees
- medical data mining
- imaging modalities
- medical records
- decision rules
- feature selection
- cost sensitive
- medical information
- patient data
- patient outcomes
- classification algorithm
- labeled data
- support vector machine
- active learning
- training data
- information systems
- classification rules
- unlabeled data
- machine learning
- real world