A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis.
Hui-Ling ChenBo YangGang WangJie LiuYi-Dong ChenDayou LiuPublished in: J. Medical Syst. (2012)
Keyphrases
- disease diagnosis
- expert systems
- support vector
- learning machines
- large margin classifiers
- medical diagnosis
- kernel function
- support vector machine
- comparative analysis
- cross validation
- artificial intelligence
- classification accuracy
- multi class
- feature selection
- website
- heart disease
- logistic regression
- svm classifier
- knowledge base
- early diagnosis
- medical images
- database
- loss function
- pattern recognition
- early stage