Active learning reduces annotation time for clinical concept extraction.
Mahnoosh KholghiLaurianne SitbonGuido ZucconAnthony N. NguyenPublished in: Int. J. Medical Informatics (2017)
Keyphrases
- active learning
- annotation effort
- semi supervised
- random sampling
- supervised learning
- learning process
- learning algorithm
- machine learning
- information extraction
- training examples
- semantic annotation
- medical data
- feature space
- learning strategies
- feature selection
- clinical data
- semantic concepts
- experimental design
- clinical applications
- data mining