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