Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation.
Samira MasoudiSyed Muhammad AnwarStephanie A. HarmonPeter L. ChoykeBaris TurkbeyUlas BagciPublished in: CoRR (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
- cross domain
- transfer learning
- segmentation algorithm
- training data
- target domain
- mr images
- medical imaging
- active learning
- mr brain images
- multiple sources
- sentiment classification
- brain tissue
- magnetic resonance imaging
- brain tumors
- image intensity
- text classification
- level set
- image segmentation
- anatomical structures
- unsupervised learning
- white matter
- co training
- prior knowledge
- training set
- data points
- supervised learning
- gray matter
- sentiment analysis
- data sets
- image processing
- learning algorithm