Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images.
Yi ZhouXiaodong HeLei HuangLi LiuFan ZhuShanshan CuiLing ShaoPublished in: CVPR (2019)
Keyphrases
- medical images
- collaborative learning
- semi supervised
- medical imaging
- anatomical structures
- image intensity
- medical image segmentation
- computer aided diagnosis
- deformable models
- magnetic resonance
- magnetic resonance imaging
- magnetic resonance images
- medical diagnosis
- medical data
- region of interest
- medical image analysis
- biomedical images
- pattern recognition
- multi modality
- segmentation of medical images
- ct images
- imaging modalities
- brain images
- mr images
- computer tomography
- x ray images
- mri images
- computed tomography
- multi view
- clinical practice
- machine learning
- image analysis
- image segmentation
- semi supervised learning
- multimodal medical images
- metric learning
- active contour model
- shape prior
- image classification
- active learning
- pairwise
- computer vision