Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CT.
Muhammad F. A. ChaudharySeyed Soheil HosseiniR. Graham BarrJoseph M. ReinhardtEric A. HoffmanSarah E. GerardPublished in: MLMI@MICCAI (1) (2023)
Keyphrases
- semi supervised
- medical images
- domain knowledge
- knowledge acquisition
- image segmentation
- medical imaging
- segmentation method
- unlabeled data
- online learning
- semi supervised learning
- multi view
- knowledge representation
- level set
- multiscale
- fully automatic
- computer tomography
- magnetic resonance imaging
- ct images
- expert systems
- segmentation algorithm
- prior knowledge
- x ray
- region growing
- shape prior
- knowledge base
- clinical applications
- fully unsupervised
- mri brain