Detection of Blood Culture Bacterial Contamination using Natural Language Processing.
Michael E. MathenyFern FitzHenryTheodore SperoffJacob HathawayHarvey J. MurffSteven H. BrownElliot M. FielsteinRobert S. DittusPeter L. ElkinPublished in: AMIA (2009)
Keyphrases
- natural language processing
- computational biology
- machine learning
- information extraction
- knowledge representation
- false positives
- automatic detection
- false alarms
- object detection
- wordnet
- detection algorithm
- detection method
- text processing
- change detection
- detection accuracy
- semantic relations
- event detection
- artificial intelligence
- learning algorithm
- detection scheme
- computational linguistics
- database
- escherichia coli
- semantic analysis
- named entity recognition
- sentiment analysis
- data mining
- real time