Named Entity Recognition in Electronic Medical Records Based on Bidirectional Long Short-Term Memory-Conditional Random Field.
Yiyang XuWenliang GaoPublished in: ISAIMS (2023)
Keyphrases
- conditional random fields
- named entity recognition
- electronic medical record
- clinical data
- medical records
- surveillance system
- health care
- graphical models
- information extraction
- patient data
- maximum entropy
- sequence labeling
- recurrent neural networks
- higher order
- probabilistic model
- text summarization
- relation extraction
- pairwise
- crf model
- generative model
- hidden markov models
- markov random field
- biological data
- structured prediction
- medical data
- artificial intelligence
- knowledge representation
- knowledge base
- neural network
- superpixels
- computer vision
- domain specific
- bayesian networks
- feature extraction