Medical image classification: Knowledge transfer via residual U-Net and vision transformer-based teacher-student model with knowledge distillation.
Yucheng SongJincan WangYifan GeLifeng LiJia GuoQuanxing DongZhifang LiaoPublished in: J. Vis. Commun. Image Represent. (2024)
Keyphrases
- knowledge transfer
- medical images
- student model
- knowledge sharing
- transfer learning
- medical diagnosis
- intelligent tutoring systems
- student modeling
- tutoring system
- student interaction
- text classification
- decision trees
- learning process
- supervised learning
- feature extraction
- concept maps
- medical imaging
- training set
- domain knowledge
- expert systems
- medical image retrieval
- learning tasks
- machine learning algorithms
- brain images
- knowledge discovery
- feature vectors
- support vector
- feature selection
- class labels
- machine learning
- labeled data
- semi supervised
- support vector machine
- pedagogical agents
- feature space
- transfer knowledge