Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse.
Sophie LoizillonOlivier ColliotLydia ChougarSebastian StröerYannick JacobAurélien MaireDidier DormontNinon BurgosPublished in: DART@MICCAI (2023)
Keyphrases
- data warehouse
- domain adaptation
- quality control
- semi supervised
- labeled data
- semi supervised learning
- multiple sclerosis
- data warehousing
- unlabeled data
- machine vision
- co training
- magnetic resonance images
- data sources
- active learning
- databases
- data cube
- decision support system
- multiple sources
- manufacturing systems
- data mining
- multi view
- transfer learning
- data analysis
- unsupervised learning
- supervised learning
- cross domain
- mr images
- pairwise
- target domain
- clinical trials
- machine learning
- information retrieval
- text classification
- medical images
- data structure
- database