An extensive review of state-of-the-art transfer learning techniques used in medical imaging: Open issues and challenges.
Abdulrahman Abbas MukhlifBelal Al-KhateebMazin Abed MohammedPublished in: J. Intell. Syst. (2022)
Keyphrases
- open issues
- medical imaging
- transfer learning
- medical images
- x ray
- learning tasks
- knowledge transfer
- image registration
- image analysis
- ct images
- medical image analysis
- medical image processing
- image processing and analysis
- shape analysis
- labeled data
- future trends
- anatomical structures
- image segmentation
- cross domain
- image guided surgery
- semi supervised learning
- collaborative filtering
- reinforcement learning
- imaging modalities
- magnetic resonance imaging
- volumetric data
- transfer knowledge
- image processing
- computer vision
- remote sensing
- multi task
- machine learning
- machine learning algorithms
- biomedical engineering
- text categorization
- domain specific
- active learning
- target domain
- learning algorithm
- manifold alignment
- transferring knowledge
- biomedical imaging
- text classification
- real world
- unlabeled data
- semi supervised
- artificial intelligence
- data mining
- neural network