Mapping clinical procedures to the ICD-10-PCS: The German operation and procedure classification system use case.
A. Millan-Fernandez-MontesDavid Pérez-ReyG. Hernandez-IbarburuMatvey B. PalchukChristina MuellerBrecht ClaerhoutPublished in: J. Biomed. Informatics (2020)
Keyphrases
- clinical diagnosis
- classification procedure
- lung disease
- classification accuracy
- bladder cancer
- support vector machine svm
- image classification
- benchmark datasets
- classification scheme
- feature vectors
- pattern classification
- feature selection
- decision trees
- feature extraction
- support vector
- feature space
- automatic classification
- svm classifier
- classification method
- support vector machine
- training set
- classification systems
- training samples
- text classification
- classification algorithm
- machine learning
- classification process
- patient data
- medical records
- model selection
- disease diagnosis
- decision support system