Using Machine Learning Classifiers to Assist Healthcare-Related Decisions: Classification of Electronic Patient Records.
Juliana Tarossi PollettiniSylvia R. G. PanicoJulio C. DaneluzziRenato TinósJosé Augusto BaranauskasAlessandra A. MacedoPublished in: J. Medical Syst. (2012)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- decision trees
- patient records
- supervised classification
- classification decisions
- machine learning approaches
- feature selection
- medical information
- classification algorithm
- training set
- support vector
- text classification
- multiple classifier systems
- class labels
- support vector machine
- supervised learning
- classifier combination
- data mining
- feature set
- information systems
- classification accuracy
- expert systems
- database
- artificial intelligence
- data analysis
- training data
- feature space
- databases
- database systems
- knowledge acquisition
- image data
- computational intelligence
- natural language processing