Automatic Bone and Marrow Extraction from Dual Energy CT through SVM Margin-Based Multi-Material Decomposition Model Selection.
Harini VeeraraghavanDuc FehrCharles Ross SchmidtleinSinchun HwangJoseph O. DeasyPublished in: MLMI (2014)
Keyphrases
- dual energy
- model selection
- x ray
- generalization error
- cross validation
- selection criterion
- low dose
- feature selection
- generalization bounds
- multi class
- x ray images
- machine learning
- hyperparameters
- support vector
- soft tissue
- model selection criteria
- support vector machine svm
- sample size
- computed tomography
- support vector machine
- training set
- information criterion
- medical images
- anatomical structures
- knn
- radiographic images
- three dimensional
- ct scans
- multiscale
- statistical learning theory
- magnetic resonance
- medical imaging
- marginal likelihood
- computer tomography
- image segmentation
- remote sensing
- feature vectors
- active learning