Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU.
Ran LiuJoseph L. GreensteinSridevi V. SarmaRaimond L. WinslowPublished in: EMBC (2019)
Keyphrases
- wordnet
- natural language processing
- septic shock
- intensive care
- patient data
- prediction accuracy
- information extraction
- natural language
- prediction model
- clinical data
- artificial intelligence
- intensive care units
- named entity recognition
- computational linguistics
- text mining
- machine learning
- health care
- databases
- training data
- rule generation
- medical data
- text summarization