Unsupervised domain adaptive myocardial infarction MRI classification diagnostics model based on target domain confused sample resampling.
Weifang XieYuhan DingZhifang LiaoKelvin K. L. WongPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- myocardial infarction
- domain adaptation
- target domain
- cross domain
- transfer learning
- supervised learning
- training samples
- source domain
- unsupervised learning
- magnetic resonance images
- sufficient training data
- training data
- pattern recognition
- semi supervised
- label information
- domain specific
- labeled data
- multiple sources
- document classification
- feature selection
- text classification
- machine learning
- test data
- decision trees
- magnetic resonance imaging
- feature vectors
- mr images
- mri data
- active learning
- image processing
- medical images
- data mining
- feature extraction
- medical imaging
- model selection
- k nearest neighbor
- transfer knowledge
- computer vision
- unlabeled data