Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation.
Eleni ChiouFrancesco GigantiShonit PunwaniIasonas KokkinosEleftheria PanagiotakiPublished in: MICCAI (1) (2020)
Keyphrases
- domain adaptation
- lesion segmentation
- magnetic resonance imaging
- multiple sclerosis
- magnetic resonance images
- mr images
- cross domain
- multiple sources
- manual segmentation
- medical images
- automatic segmentation
- semi supervised
- mri data
- labeled data
- target domain
- transfer learning
- white matter
- semi supervised learning
- prostate cancer
- brain mri
- ultrasound images
- document classification
- magnetic resonance
- test data
- high resolution
- sentiment classification
- image data
- domain specific
- multi channel
- medical imaging
- co training
- active shape model
- anatomical structures
- pairwise
- brain tissue
- data sources
- unlabeled data