Semi-supervised medical image classification via distance correlation minimization and graph attention regularization.
Abel Díaz BerenguerMaryna KvasnytsiaMatías Nicolás BossaTanmoy MukherjeeNikos DeligiannisHichem SahliPublished in: Medical Image Anal. (2024)
Keyphrases
- medical images
- semi supervised
- semi supervised classification
- medical diagnosis
- medical imaging
- supervised learning
- pattern recognition
- semi supervised learning
- feature extraction
- label propagation
- mr images
- biomedical images
- regularization term
- image classification
- distance measure
- text classification
- region of interest
- magnetic resonance
- x ray
- labeled data
- class labels
- magnetic resonance images
- active learning
- feature vectors
- pairwise constraints
- high dimensional
- feature space
- feature selection