Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records.
Xishuang DongShanta ChowdhuryLijun QianYi GuanJinfeng YangQiubin YuPublished in: Healthcom (2017)
Keyphrases
- bi directional
- named entity recognition
- recurrent neural networks
- text summarization
- electronic medical record
- information extraction
- natural language processing
- named entities
- medical records
- clinical data
- health care
- surveillance system
- free text
- patient data
- maximum entropy
- nearest neighbor
- conditional random fields
- neural network
- semi supervised
- medical data
- annotated corpus
- associative memory
- data sets
- databases
- machine learning
- training set
- artificial neural networks
- artificial intelligence
- probabilistic model
- knowledge discovery
- query expansion
- unsupervised learning
- open source