A scoping review of transfer learning research on medical image analysis using ImageNet.
Mohammad Amin MoridAlireza BorjaliGuilherme Del FiolPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- medical image analysis
- transfer learning
- medical images
- deformable models
- learning tasks
- medical imaging
- image registration
- image analysis
- knowledge transfer
- target class
- cross domain
- reinforcement learning
- labeled data
- machine learning
- anatomical structures
- text classification
- manifold alignment
- visual programming environment
- machine learning algorithms
- transfer knowledge
- magnetic resonance images
- active learning
- domain adaptation
- target domain
- text categorization
- semi supervised learning
- collaborative filtering
- transferring knowledge
- multi task
- neural network
- learning algorithm
- feature selection
- linear svm
- image processing
- text mining
- image collections
- unsupervised learning
- unlabeled data
- logistic regression