Subspace-based Domain Adaptation Using Similarity Constraints for Pneumonia Diagnosis within a Small Chest X-ray Image Dataset.
Karen SanchezCarlos HinojosaHenry ArguelloSimon FreissNicolas SansDenis KouaméOlivier MeyrignacAdrian BasarabPublished in: ISBI (2021)
Keyphrases
- x ray
- domain adaptation
- image dataset
- medical imaging
- intraoperative
- x ray images
- cross domain
- three dimensional
- multiple sources
- labeled data
- image database
- similarity measure
- image annotation
- semi supervised
- semi supervised learning
- chest radiographs
- target domain
- image collections
- transfer learning
- unlabeled data
- feature space