Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging.
Yihang ZhouChao ShiFuquan RenJingyuan LyuDong LiangLeslie YingPublished in: ISBI (2015)
Keyphrases
- nonlinear manifold learning
- clinical applications
- mr imaging
- imaging systems
- medical images
- image analysis
- semi supervised
- manifold learning
- image registration
- image processing
- high resolution
- learning algorithm
- low dimensional
- medical imaging
- neural network
- magnetic resonance
- brain images
- diffusion mri
- cardiac motion
- machine learning
- feature selection
- supervised learning
- data visualization
- image data
- mr images
- feature extraction
- computer vision
- image guided surgery
- unsupervised learning
- cardiac imaging
- data sets