Towards the automated segmentation of epicardial and mediastinal fats: A multi-manufacturer approach using intersubject registration and random forest.
Érick Oliveira RodriguesAura ConciFelipe Fernandes Cordeiro de MoraisMaría G. PérezPublished in: ICIT (2015)
Keyphrases
- random forest
- manual segmentation
- inter subject
- automated segmentation
- mr images
- magnetic resonance images
- magnetic resonance
- medical images
- decision trees
- active shape model
- mri data
- automatic segmentation
- feature set
- clinical applications
- statistical shape model
- ensemble methods
- multi label
- fully automated
- image registration
- image data
- deformable models
- three dimensional
- cortical surface
- anatomical structures
- ground truth
- thin plate spline
- base classifiers
- gold standard
- registration accuracy
- image processing