Semi-supervised learning from coarse histopathology labels.
Fahimeh FooladgarMinh Nguyen Nhat ToGolara JavadiSamira SojoudiWalid EshumaniSilvia D. ChangPeter C. BlackParvin MousaviPurang AbolmaesumiPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2023)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- labeled examples
- multi instance learning
- multi label classification
- unlabeled data
- unlabeled examples
- labeled data
- training data
- unlabeled samples
- partially labeled
- class labels
- weakly labeled data
- supervised learning
- machine learning
- semi supervised classification
- supervised classifiers
- active learning
- labeled samples
- unsupervised learning
- pairwise
- multi instance
- semi supervised learning algorithms
- unlabeled instances
- training examples
- label information
- co training
- learning models
- manifold regularization
- labeled instances
- text categorization
- pairwise constraints
- domain adaptation
- training set
- labeled and unlabeled data
- learning algorithm
- transfer learning
- graph based semi supervised learning
- graph construction
- labeled training data
- semi supervised clustering
- object recognition
- multiple instance learning
- multi label