Research on Application of Named Entity Recognition of Electronic Medical Records Based on BERT-IDCNN-CRF Model.
Xiaocheng CaiErhua SunJiali LeiPublished in: ICGSP (2022)
Keyphrases
- named entity recognition
- conditional random fields
- crf model
- sequence labeling
- information extraction
- natural language processing
- named entities
- maximum entropy
- text summarization
- probabilistic model
- hidden markov models
- semi supervised
- dimensionality reduction
- electronic medical record
- random fields
- generative model
- graphical models
- markov random field
- databases
- co occurrence
- pairwise
- image processing
- knowledge base
- information systems
- machine learning