Medical Knowledge Attention Enhanced Neural Model for Named Entity Recognition in Chinese EMR.
Zhichang ZhangYu ZhangTong ZhouPublished in: CCL (2018)
Keyphrases
- neural model
- named entity recognition
- medical knowledge
- text summarization
- clinical data
- information extraction
- medical diagnosis
- natural language processing
- named entities
- neural network
- electronic medical record
- recurrent neural networks
- semi automatic
- knowledge based systems
- maximum entropy
- conditional random fields
- control scheme
- clinical practice
- semi supervised
- question answering
- knowledge sources
- annotated corpus
- multi layer perceptron
- medical data
- medical images
- artificial intelligence
- text mining
- higher order
- image processing
- general purpose
- co occurrence
- machine learning
- databases