Comparative study of pulse-diagnosis signals between 2 kinds of liver disease patients based on the combination of unsupervised learning and supervised learning.
Nanyue WangYouhua YuDawei HuangJia LiuTongda LiZengyu ShanYanping ChenLiyuan XueJia WangPublished in: BIBM (2013)
Keyphrases
- comparative study
- liver disease
- unsupervised learning
- supervised learning
- clinical data
- early diagnosis
- medical treatment
- medical diagnosis
- disease diagnosis
- active learning
- initial stage
- machine learning
- semi supervised
- training data
- model selection
- early detection
- leave one out cross validation
- dimensionality reduction
- learning algorithm
- early stage
- reinforcement learning
- feature selection
- cardiovascular disease
- medical doctors
- learning tasks
- data sets
- medical data
- digital image processing
- generalization error
- expectation maximization
- text classification
- feature space
- support vector
- databases