Prognosis classification in glioblastoma multiforme using multimodal MRI derived heterogeneity textural features: impact of pre-processing choices.
Taman UpadhayaYannick MorvanEric StindelPierre-Jean Le ResteMathieu HattPublished in: Medical Imaging: Computer-Aided Diagnosis (2016)
Keyphrases
- textural features
- preprocessing
- feature extraction
- magnetic resonance imaging
- classification accuracy
- digitized mammograms
- texture analysis
- texture features
- visual inspection
- pattern recognition
- pixel classification
- gray level
- support vector
- mri data
- machine learning
- decision trees
- medical images
- post processing
- face recognition
- input image
- medical imaging
- multispectral
- image analysis
- feature vectors
- similarity measure
- image segmentation
- feature selection