EHR Text Categorization for Enhanced Patient-Based Document Navigation.
Markus KreuzthalerBastian PfeiferJosé Antonio Vera RamosDiether KramerVictor GroggerSylvia BredenfeldtMarkus PedevillaPeter KrisperStefan SchulzPublished in: eHealth (2018)
Keyphrases
- text categorization
- electronic health records
- document classification
- text documents
- term frequency
- training documents
- text classifiers
- automatic categorization
- document categorization
- tf idf
- text collections
- automatic text categorization
- feature selection
- text classification
- knn
- multi label
- information gain
- reuters corpus
- document frequency
- term weighting
- k nearest neighbor
- medical records
- classify documents
- clinical data
- medical data
- naive bayes
- document collections
- semi supervised learning
- term selection
- information retrieval
- web documents
- clinical trials
- word frequency
- document representation
- health care
- semantic information
- feature selections
- data mining
- feature selection for text categorization
- document clustering
- keywords
- training data
- machine learning