Semi-automatic CT Image Segmentation using Random Forests Learned from Partial Annotations.
Oldrich KodymMichal SpanelPublished in: BIOIMAGING (2018)
Keyphrases
- semi automatic
- random forests
- image segmentation
- semantic annotation
- manual annotation
- random forest
- medical imaging
- decision trees
- logistic regression
- semi automatically
- fully automatic
- ensemble methods
- gold standard
- machine learning algorithms
- markov random field
- tree ensembles
- computed tomography
- x ray
- medical images
- ct images
- computer vision
- domain ontology
- segmentation algorithm
- wrapper generation
- regression forests
- image processing
- ontology mapping
- metadata
- landmark extraction
- machine learning
- decision tree ensembles
- benchmark datasets
- graph cuts
- multi class
- ground truth
- support vector machine