Medical Named Entity Recognition from Un-labelled Medical Records based on Pre-trained Language Models and Domain Dictionary.
Chaojie WenTao ChenXudong JiaJiang ZhuPublished in: Data Intell. (2021)
Keyphrases
- medical records
- language model
- named entity recognition
- free text
- information extraction
- natural language processing
- pre trained
- language modeling
- medical data
- named entities
- health care
- information retrieval
- probabilistic model
- speech recognition
- n gram
- conditional random fields
- text summarization
- maximum entropy
- domain specific
- semi supervised
- patient data
- query expansion
- semi structured
- sensitive information
- structured data
- learning algorithm
- database
- training examples
- text classification
- text mining
- clinical data
- knowledge representation
- translation model
- expert systems
- training data
- machine learning