Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT.
Peng ChenMeng ZhangXiaosheng YuSongpu LiPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- electronic medical record
- named entity recognition
- text summarization
- medical records
- information extraction
- free text
- named entities
- natural language processing
- clinical data
- health care
- surveillance system
- medical data
- patient data
- maximum entropy
- conditional random fields
- semi supervised
- biological data
- open source
- question answering
- patient care
- video sequences
- medical knowledge
- annotated corpus
- sensitive information
- higher order
- video surveillance
- generative model
- domain specific
- text mining
- data sets
- statistical analysis
- unsupervised learning
- clinical practice
- information systems
- em algorithm
- artificial intelligence