Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation.
Eleni ChiouFrancesco GigantiShonit PunwaniIasonas KokkinosEleftheria PanagiotakiPublished in: CoRR (2020)
Keyphrases
- domain adaptation
- lesion segmentation
- magnetic resonance imaging
- multiple sclerosis
- magnetic resonance images
- manual segmentation
- automatic segmentation
- mr images
- medical images
- mri data
- cross domain
- semi supervised
- white matter
- multiple sources
- medical imaging
- semi supervised learning
- transfer learning
- prostate cancer
- sentiment classification
- labeled data
- ultrasound images
- document classification
- multi channel
- target domain
- data mining
- co training
- clinical trials
- magnetic resonance
- test data
- domain specific
- brain tissue
- feature vectors
- training data