Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images.
Nitin KumarSuyash P. AwatePublished in: IEEE Trans. Image Process. (2020)
Keyphrases
- medical images
- mixture model
- abnormality detection
- semi supervised
- anatomical structures
- unsupervised learning
- gaussian mixture model
- generative model
- medical imaging
- medical image analysis
- imaging modalities
- deformable models
- probabilistic model
- density estimation
- model selection
- magnetic resonance
- em algorithm
- image intensity
- magnetic resonance imaging
- mr images
- magnetic resonance images
- semi supervised learning
- clinical applications
- expectation maximization
- left ventricular
- computer vision
- active learning
- metric learning
- training set
- labeled data
- language model
- feature vectors
- supervised learning
- prior knowledge
- image analysis