Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation.
Samira MasoudiSyed Muhammad AnwarStephanie A. HarmonPeter L. ChoykeBaris TurkbeyUlas BagciPublished in: EMBC (2020)
Keyphrases
- domain adaptation
- adipose tissue
- automatically segmenting
- labeled data
- automatic segmentation
- bias field
- unlabeled data
- semi supervised learning
- semi supervised
- magnetic resonance images
- medical images
- segmentation algorithm
- mr images
- transfer learning
- cross domain
- multiple sources
- target domain
- training data
- accurate segmentation
- text classification
- image intensity
- intensity distribution
- brain tissue
- co training
- segmentation method
- active learning
- training set
- test data
- magnetic resonance imaging
- supervised learning
- learning algorithm
- brain structures
- level set
- image registration
- data points
- sentiment classification
- mri data
- medical imaging
- brain tumors
- anatomical structures
- knowledge transfer
- document classification
- magnetic resonance
- unsupervised learning
- knn
- image segmentation
- feature selection