Reliability-Aware Contrastive Self-ensembling for Semi-supervised Medical Image Classification.
Wenlong HangYecheng HuangShuang LiangBaiying LeiKup-Sze ChoiJing QinPublished in: MICCAI (1) (2022)
Keyphrases
- image classification
- semi supervised
- semi supervised learning
- image representation
- feature extraction
- image features
- bag of words
- supervised learning
- unlabeled data
- labeled data
- pairwise
- predictive accuracy
- medical domain
- visual words
- co training
- active learning
- medical information
- reliability analysis
- unsupervised learning
- medical experts
- medical diagnosis
- medical data
- semi supervised classification
- multi view
- learning algorithm
- medical imaging
- semi supervised clustering
- medical knowledge
- pairwise constraints
- class specific
- bag of features
- sparse coding
- failure rate
- medical records
- proceedings of the th international conference
- image processing