Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach.
Theodora S. BrisimiTingting XuTaiyao WangWuyang DaiWilliam G. AdamsIoannis Ch. PaschalidisPublished in: Proc. IEEE (2018)
Keyphrases
- electronic health records
- health care
- classification accuracy
- chronic disease
- machine learning methods
- classification method
- decision trees
- feature space
- feature vectors
- model selection
- support vector machine
- clinical trials
- image classification
- database
- support vector
- feature selection
- databases
- training data
- decision making
- smart card
- original data
- multiclass classification
- information systems