A Lexicon Based Approach to Classification of ICD10 Codes. IMS Unipd at CLEF eHealth Task 1.
Giorgio Maria Di NunzioFederica BeghiniFederica VezzaniGeneviève HenrotPublished in: CLEF (Working Notes) (2017)
Keyphrases
- information retrieval
- pattern recognition
- classification accuracy
- decision trees
- classification models
- pattern classification
- benchmark datasets
- text classification
- clinical diagnosis
- cross language
- question answering
- feature extraction
- feature set
- feature vectors
- support vector
- feature selection
- image classification
- domain specific
- classification scheme
- supervised learning
- classification algorithm
- classification method
- probabilistic model
- error correction
- machine learning algorithms
- query expansion
- model selection
- language model