Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior.
Mohammad H. JafariHany GirgisAmir H. AbdiZhibin LiaoMehran PesteieRobert RohlingKen GinTerasa TsangPurang AbolmaesumiPublished in: ISBI (2019)
Keyphrases
- semi supervised learning
- generative model
- discriminative models
- semi supervised
- prior knowledge
- labeled data
- unlabeled data
- supervised learning
- probabilistic model
- discriminative learning
- mixture model
- text categorization
- machine learning
- multi label classification
- unsupervised learning
- training data
- pairwise
- active learning
- co training
- object categories
- transfer learning
- data mining
- metric learning
- conditional random fields
- supervised and unsupervised learning
- em algorithm
- weakly supervised
- conditional probabilities
- topic models
- high dimensional
- classification accuracy
- text mining
- image classification
- text classification
- expectation maximization