An Attention-Based ID-CNNs-CRF Model for Named Entity Recognition on Clinical Electronic Medical Records.
Ming GaoQifeng XiaoShaochun WuKun DengPublished in: ICANN (Workshop) (2019)
Keyphrases
- named entity recognition
- conditional random fields
- electronic medical record
- crf model
- sequence labeling
- clinical data
- patient data
- medical records
- information extraction
- health care
- surveillance system
- graphical models
- higher order
- probabilistic model
- hidden markov models
- markov random field
- medical data
- random fields
- maximum entropy
- text summarization
- named entities
- generative model
- free text
- biological data
- superpixels
- electronic health records
- statistical analysis
- raw data
- pairwise
- artificial intelligence
- domain experts
- medical knowledge
- semi supervised
- knowledge base
- feature selection