Named Entity Recognition Over Electronic Health Records Through a Combined Dictionary-based Approach.
Alexandra Pomares QuimbayaAlejandro Sierra MúneraRafael Andrés González RiveraJulián Camilo Daza RodríguezOscar Mauricio Muñoz VelandiaAngel Alberto Garcia PeñaCyril LabbéPublished in: CENTERIS/ProjMAN/HCist (2016)
Keyphrases
- named entity recognition
- electronic health records
- information extraction
- named entities
- natural language processing
- text summarization
- conditional random fields
- maximum entropy
- semi supervised
- genia corpus
- named entity recognizer
- clinical data
- annotated corpus
- relation extraction
- health care
- medical records
- classifier ensemble
- health records
- medical data
- artificial intelligence
- maximum entropy classifier
- text mining
- similarity measure
- clinical trials
- higher order
- named entity disambiguation
- machine learning
- health information
- pairwise
- domain knowledge
- probabilistic model
- markov random field