Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images.
Ruizhi LiaoJonathan RubinGrace LamSeth J. BerkowitzSandeep DalalWilliam WellsSteven HorngPolina GollandPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- x ray images
- chest radiographs
- x ray
- ct scans
- semi supervised
- unlabeled data
- labeled data
- medical images
- unsupervised learning
- supervised learning
- lung nodules
- lung cancer
- semi supervised classification
- machine learning
- automatic segmentation
- graph based semi supervised learning
- single view
- training data
- label propagation
- active learning
- co training
- medical imaging
- manifold regularization
- intraoperative
- labeled and unlabeled data
- prior knowledge
- semi supervised learning algorithms