Effective factors on accuracy of principal diagnosis coding based on International Classification of Diseases, the 10th revision (ICD-10).
Mehrdad FarzandipourAbbas SheikhtaheriFarahnaz SadoughiPublished in: Int. J. Inf. Manag. (2010)
Keyphrases
- clinical diagnosis
- classification accuracy
- accuracy rate
- improving classification accuracy
- pattern recognition
- pattern classification
- classification algorithm
- high accuracy
- breast cancer diagnosis
- disease diagnosis
- roc curve
- predictive accuracy
- image classification
- class labels
- interstitial lung
- knowledge base
- supervised learning
- support vector machine
- decision trees
- feature extraction
- training set
- support vector
- prediction accuracy
- cardiovascular disease
- belief change
- clinically relevant
- computational complexity
- fold cross validation
- feature space
- classification rate
- medical diagnosis
- feature vectors
- feature selection