SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification.
Md Junaid MahmoodPranaw RajDivyansh AgarwalSuruchi KumariPravendra SinghPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- image classification
- semi supervised
- active learning
- label propagation
- unsupervised learning
- semi supervised learning
- word alignment
- bag of words
- unlabeled data
- labeled data
- feature extraction
- partially labeled
- pairwise
- image alignment
- multi view
- supervised learning
- image representation
- image features
- semi supervised classification
- medical domain
- image segmentation
- labeling process
- visual words
- dynamic time warping
- semi supervised clustering
- pairwise constraints
- multi label
- co training
- medical experts
- sparse representation
- medical data
- medical knowledge
- label information
- class specific
- metric learning
- labeled examples
- subspace learning
- unlabeled samples
- training examples
- training data
- similarity measure