Automated MRI Quality Assessment of Brain T1-weighted MRI in Clinical Data Warehouses: A Transfer Learning Approach Relying on Artefact Simulation.
Sophie LoizillonSimona BottaniStéphane MabilleYannick JacobAurélien MaireSebastian StröerDidier DormontOlivier ColliotNinon BurgosPublished in: CoRR (2024)
Keyphrases
- quality assessment
- transfer learning
- data warehouse
- data quality
- medical images
- mr images
- magnetic resonance images
- data warehousing
- labeled data
- cross domain
- decision support
- data sources
- image quality
- databases
- active learning
- high resolution
- reinforcement learning
- olap query processing
- data marts
- semi supervised learning
- machine learning
- olap systems
- data mining
- text categorization
- text classification
- human visual system
- white matter
- unlabeled data
- unsupervised learning
- visual quality
- supervised learning
- e learning
- feature selection
- learning algorithm