Separated collaborative learning for semi-supervised prostate segmentation with multi-site heterogeneous unlabeled MRI data.
Zhe XuDonghuan LuJie LuoYefeng ZhengRaymond Kai-Yu TongPublished in: Medical Image Anal. (2024)
Keyphrases
- mri data
- multi site
- prostate segmentation
- semi supervised
- mr images
- labeled data
- magnetic resonance
- active learning
- magnetic resonance images
- medical images
- magnetic resonance imaging
- prostate cancer
- geographically distributed
- fully automatic
- synthetic data
- automated segmentation
- image data
- segmentation result
- intensity distribution
- pairwise
- white matter
- manual segmentation
- image analysis
- computer vision
- anatomical structures
- gold standard
- real world
- remote sites
- input image
- mutual information