Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning.
Shiyue ZhangPengtao XieDong WangEric P. XingPublished in: CoRR (2017)
Keyphrases
- discriminative learning
- medical diagnosis
- generative model
- bayesian network classifiers
- medical images
- expert systems
- discriminatively trained
- maximum margin
- structured prediction
- discriminative models
- weakly supervised
- pairwise constraints
- image set
- object categories
- highly efficient
- probabilistic model
- conditional likelihood
- feature selection
- image classification
- prior knowledge
- pairwise