Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility.
Denis Newman-GriffisAyah ZiriklyPublished in: CoRR (2018)
Keyphrases
- named entity recognition
- information extraction
- named entities
- medical experts
- natural language processing
- medical data
- medical treatment
- medical center
- semi supervised
- medical records
- text summarization
- patient records
- medical knowledge
- maximum entropy
- conditional random fields
- relation extraction
- sequence labeling
- annotated corpus
- patient care
- graphical models
- clinical data
- supervised learning
- text mining
- proper names
- classifier ensemble
- transfer learning
- databases
- named entity recognizer
- maximum entropy classifier
- patient data
- semantic relations
- higher order
- knowledge representation