The anatomy of clinical documentation: an assessment and classification of narrative note sections format and content.
Tiago K. ColicchioPavithra I. DissanayakeJames J. CiminoPublished in: AMIA (2020)
Keyphrases
- metadata
- pattern classification
- databases
- pattern recognition
- classification scheme
- multimedia
- classification method
- classification accuracy
- supervised learning
- automatic classification
- benchmark datasets
- preprocessing
- feature extraction
- feature selection
- support vector machine
- image classification
- lung disease
- support vector machine svm
- narrative structure
- three dimensional
- decision trees
- anatomical structures
- medical data
- machine learning
- high resolution computed tomography
- patient data
- multimedia content
- classification rules
- machine learning algorithms
- model selection
- support vector