Myocardial Scar Segmentation in LGE-MRI using Fractal Analysis and Random Forest Classification.
Tanja KurzendorferKatharina BreiningerStefan SteidlAlexander BrostChristoph FormanAndreas K. MaierPublished in: ICPR (2018)
Keyphrases
- random forest
- fractal analysis
- decision trees
- feature set
- fold cross validation
- medical images
- accurate segmentation
- ensemble classifier
- fractal dimension
- texture analysis
- classification accuracy
- mr images
- phase contrast
- pixel classification
- text classification
- feature vectors
- magnetic resonance imaging
- magnetic resonance images
- pattern recognition
- feature selection
- image classification
- multiscale
- feature space
- image segmentation
- textural features
- brain tumors
- medical imaging
- multi label
- image analysis
- carotid artery
- machine learning methods
- cost sensitive
- support vector machine svm
- support vector