A cost sensitive approach to predicting 30-day hospital readmission in COPD patients.
Christopher BaechleAnkur AgarwalRavi S. BeharaXingquan ZhuPublished in: BHI (2017)
Keyphrases
- cost sensitive
- chronic obstructive pulmonary disease
- emergency department
- high risk
- medical doctors
- multi class
- misclassification costs
- cost sensitive learning
- patient groups
- patient records
- intensive care unit
- vital signs
- cost sensitive classification
- binary classification
- class distribution
- active learning
- hospital information systems
- operating room
- ct images
- intensive care
- naive bayes
- class imbalance
- clinical data
- decision trees
- support vector machine
- cost sensitive boosting
- boosting algorithms
- health care
- error rate