Accuracy of using natural language processing methods for identifying healthcare-associated infections.
Nastassia TvardikIvan KergourlayAndré BittarFrédérique SegondStéfan Jacques DarmoniMarie Hélène MetzgerPublished in: Int. J. Medical Informatics (2018)
Keyphrases
- natural language processing
- machine learning
- improved accuracy
- machine learning methods
- high accuracy
- computational cost
- significant improvement
- real time
- classification accuracy
- active learning
- error rate
- semantic analysis
- knowledge discovery
- information extraction
- recommender systems
- data mining techniques
- preprocessing