Research and applications: Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers.
Ye YeFuchiang (Rich) TsuiMichael M. WagnerJeremy U. EspinoQi LiPublished in: J. Am. Medical Informatics Assoc. (2014)
Keyphrases
- bayesian network classifiers
- natural language processing
- emergency department
- chief complaints
- outbreak detection
- disease outbreaks
- public health
- text mining
- naive bayes
- bayesian networks
- information extraction
- object detection
- machine learning
- training data
- classification accuracy
- clinical data
- naive bayes classifier
- discriminative learning
- class imbalance
- support vector
- natural language
- object recognition
- feature space
- structure learning
- knowledge representation
- free text
- knn