Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI.
Owen CrystalApril KhademiAlan R. MoodyPejman Jahbedar MaralaniSandra E. BlackPublished in: MIDL (2023)
Keyphrases
- domain adaptation
- medical images
- brain mri
- multiple sclerosis
- mr images
- magnetic resonance imaging
- cross domain
- mri images
- labeled data
- magnetic resonance images
- multiple sources
- white matter
- medical imaging
- deformable models
- mri data
- transfer learning
- image segmentation
- brain tumors
- fully automatic
- semi supervised
- covariate shift
- data sets
- test data
- semi supervised learning
- unsupervised learning
- training data
- machine learning
- databases