An interpretable rule-based diagnostic classification of diabetic nephropathy among type 2 diabetes patients.
Guan-Mau HuangKai-Yao HuangTzong-Yi LeeJulia WengPublished in: BMC Bioinform. (2015)
Keyphrases
- diabetes mellitus
- diabetic patients
- blood glucose
- text classification
- pattern recognition
- classification accuracy
- medical data
- expert systems
- risk factors
- decision trees
- support vector
- classification rules
- classification algorithm
- diagnostic tool
- support vector machine
- feature space
- support vector machine svm
- class labels
- feature selection
- lung disease
- disease diagnosis
- clinical diagnosis
- cardiovascular disease
- blood pressure
- classification method
- high risk
- diagnostic tests
- clinical setting
- monitoring system
- health care
- normal controls
- image classification
- training set