Heart Failure Medications Detection and Prescription Status Classification in Clinical Narrative Documents.
Stéphane M. MeystreYoungjun KimJulia HeavirlandJenifer WilliamsBruce E. BrayJennifer H. GarvinPublished in: MedInfo (2015)
Keyphrases
- heart failure
- pattern recognition
- classification accuracy
- database
- heart disease
- medical records
- support vector
- pattern classification
- information retrieval
- image classification
- health care
- image analysis
- clinical data
- free text
- classification method
- machine learning
- svm classifier
- support vector machine svm
- support vector machine
- feature space
- domain experts
- natural language processing
- svm classification
- high resolution
- chronic disease
- normal subjects