Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach.
Wei-Hung WengKavishwar B. WagholikarAlexa T. McCrayPeter SzolovitsHenry C. ChuehPublished in: BMC Medical Informatics Decis. Mak. (2017)
Keyphrases
- machine learning
- natural language processing
- pattern recognition
- decision trees
- machine learning methods
- machine learning algorithms
- support vector machine
- text classification
- natural language
- knowledge representation
- supervised learning
- computational biology
- information extraction
- feature selection
- supervised machine learning
- text mining
- machine learning approaches
- artificial intelligence
- decision rules
- computer vision
- neural network
- data analysis
- preprocessing
- supervised classification
- classification accuracy
- expert systems
- classification method
- named entities
- feature engineering
- automatic classification
- classification models
- learning algorithm
- text processing
- learning tasks
- classification rules
- model selection
- medical images
- feature extraction
- multi class
- computer science
- active learning