Research and applications: Supervised machine learning and active learning in classification of radiology reports.
Dung H. M. NguyenJon D. PatrickPublished in: J. Am. Medical Informatics Assoc. (2014)
Keyphrases
- supervised machine learning
- active learning
- supervised learning
- machine learning
- manually annotated
- batch mode active learning
- class imbalance
- training set
- learning algorithm
- unlabeled data
- semi supervised learning
- cost sensitive
- selective sampling
- high level
- active learning framework
- labeled data
- unsupervised learning
- training examples
- medical images
- semi supervised
- low level
- feature extraction
- information systems
- information retrieval