Concatenated spatially-localized random forests for hippocampus labeling in adult and infant MR brain images.
Lichi ZhangQian WangYaozong GaoHongxin LiGuorong WuDinggang ShenPublished in: Neurocomputing (2017)
Keyphrases
- random forests
- mr brain images
- spatially localized
- mr images
- magnetic resonance
- multiresolution
- random forest
- decision trees
- logistic regression
- ensemble methods
- brain images
- medical images
- active learning
- machine learning algorithms
- inter subject
- tomographic reconstruction
- image segmentation
- nonnegative matrix factorization
- deformable registration
- mri data
- brain structures
- magnetic resonance images
- deformation field
- feature vectors
- image data
- objective function
- computer vision
- image registration
- feature set
- least squares