Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI.
Sophie LoizillonSimona BottaniAurélien MaireSebastian StröerDidier DormontOlivier ColliotNinon BurgosPublished in: Medical Imaging: Image Processing (2023)
Keyphrases
- transfer learning
- clinical data
- mr images
- medical data
- brain tissue
- patient data
- knowledge transfer
- statistical analysis
- cross domain
- machine learning
- raw data
- medical images
- labeled data
- brain tumors
- semi supervised learning
- transfer knowledge
- learning algorithm
- active learning
- magnetic resonance imaging
- reinforcement learning
- clinical information
- knowledge discovery
- collaborative filtering
- domain experts
- text categorization
- machine learning algorithms
- text classification
- magnetic resonance
- unlabeled data
- target domain
- database systems
- real world
- semi supervised
- ct images
- brain images
- mri data
- video sequences
- knowledge base
- artificial intelligence