Chinese Electronic Medical Record Named Entity Recognition based on BERT-WWM-IDCNN-CRF.
Yingjie CaoAzragul YusupPublished in: DSA (2022)
Keyphrases
- named entity recognition
- text summarization
- conditional random fields
- electronic medical record
- information extraction
- named entities
- sequence labeling
- natural language processing
- medical records
- maximum entropy
- clinical data
- semi supervised
- health care
- relation extraction
- free text
- surveillance system
- hidden markov models
- pairwise
- crf model
- medical data
- graphical models
- annotated corpus
- probabilistic model
- patient data
- markov random field
- higher order
- open source
- biological data
- segmentation method
- word segmentation
- database
- statistical analysis
- domain specific
- knowledge discovery
- feature space
- image segmentation
- feature selection
- computer vision
- artificial intelligence