Unsupervised Learning of Local Discriminative Representation for Medical Images.
Huai ChenJieyu LiRenzhen WangYijie HuangFanrui MengDeyu MengQing PengLisheng WangPublished in: IPMI (2021)
Keyphrases
- medical images
- unsupervised learning
- anatomical structures
- medical imaging
- image intensity
- medical image analysis
- medical diagnosis
- computer aided diagnosis
- magnetic resonance
- imaging modalities
- mr images
- medical image segmentation
- supervised learning
- deformable models
- semi supervised
- region of interest
- multi modality
- medical data
- magnetic resonance imaging
- magnetic resonance images
- biomedical images
- ct images
- soft tissue
- x ray images
- brain images
- segmentation of medical images
- image representation
- computed tomography
- dimensionality reduction
- image analysis
- clinical practice
- clinical applications
- medical image retrieval
- feature selection
- machine learning
- computer tomography
- feature extraction
- mri images
- pattern recognition
- feature space
- image registration
- maximum likelihood
- expectation maximization