Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF.
Buzhou TangXiaolong WangJun YanQingcai ChenPublished in: BMC Medical Informatics Decis. Mak. (2019)
Keyphrases
- chinese text
- conditional random fields
- text summarization
- traditional chinese medicine
- chinese texts
- english text
- keywords
- information extraction
- text mining
- graphical models
- free text
- text documents
- machine learning
- keyword extraction
- cellular neural networks
- recurrent neural networks
- web documents
- pairwise
- semantic information
- artificial neural networks
- contextual features
- information retrieval
- text retrieval
- visual attention
- clinical data
- parameter learning
- clinical trials
- document analysis
- markov random field
- object detection
- database