Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion Segmentation.
Fei LyuMang YeTerry Cheuk-Fung YipGrace Lai-Hung WongPong C. YuenPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- latent space
- multiple sclerosis
- lesion segmentation
- transfer learning
- latent variables
- brain mri
- low dimensional
- gaussian process
- magnetic resonance images
- clinical trials
- white matter
- mr images
- gaussian processes
- lower dimensional
- dimensionality reduction
- generative model
- magnetic resonance
- parameter space
- manifold learning
- feature space
- matrix factorization
- machine learning
- probabilistic latent semantic analysis
- high dimensional
- probabilistic model
- active learning
- distance metric
- brain tissue
- semi supervised
- gaussian mixture
- reinforcement learning
- gaussian process latent variable models
- magnetic resonance imaging
- high dimensional data
- semi supervised learning
- medical images
- nearest neighbor
- disease progression
- image processing