Research Paper: The Role of Domain Knowledge in Automating Medical Text Report Classification.
Adam B. WilcoxGeorge HripcsakPublished in: J. Am. Medical Informatics Assoc. (2003)
Keyphrases
- domain knowledge
- supervised machine learning
- pattern classification
- pattern recognition
- machine learning
- image classification
- classification systems
- automatic classification
- database
- classification scheme
- support vector
- classification accuracy
- information retrieval
- classification method
- document categorization
- document classification
- classification models
- classification algorithm
- machine learning algorithms
- support vector machine svm
- text classification
- feature set
- feature space
- preprocessing
- decision trees
- feature selection
- semantic information
- background knowledge
- model selection
- medical imaging
- machine learning methods
- support vector machine
- learning algorithm