An Information Retrieval Approach to ICD-10 Classification.
Hee ParkJosé CastañoPilar ÁvilaDavid PérezHernán BerinskyLaura GambarteDaniel R. LunaCarlos OteroPublished in: MedInfo (2019)
Keyphrases
- information retrieval
- classification accuracy
- decision trees
- pattern recognition
- classification scheme
- feature extraction
- feature vectors
- benchmark datasets
- information retrieval systems
- class labels
- information extraction
- automatic classification
- machine learning
- classification method
- machine learning methods
- question answering
- clinical diagnosis
- text classification
- text mining
- feature selection
- feature space
- support vector
- classification algorithm
- neural network
- classification systems
- classification rate
- clustering algorithm
- classification models
- model selection
- decision rules
- svm classifier
- image classification
- machine learning algorithms
- training samples