Applying Active Learning to Clinical Abbreviation Disambiguation in Real Time.
Sungrim MoonYukun ChenJingqi WangJoshua C. DennyS. Trent RosenbloomKy NguyenTolulola DawoduHua XuPublished in: AMIA (2016)
Keyphrases
- active learning
- real time
- low cost
- real time systems
- training set
- semi supervised
- supervised learning
- natural language processing
- vision system
- control system
- relevance feedback
- labeled data
- active learning strategies
- medical domain
- patient data
- random sampling
- word sense disambiguation
- transfer learning
- high speed
- co occurrence
- natural language