Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI.
Charlems Álvarez JimenezCristian BarreraNicolás MúneraSatish E. ViswanathEduardo RomeroPublished in: EMBC (2019)
Keyphrases
- texture analysis
- normal tissue
- prostate cancer
- tissue characterization
- multiscale
- mr imaging
- local binary pattern
- image analysis
- texture discrimination
- mr images
- radiation therapy
- texture classification
- multiresolution
- breast cancer
- prostate biopsy
- ultrasound images
- rotation invariant
- texture segmentation
- dce mri
- image guided
- imaging modalities
- gray level
- texture characterization
- texture features
- medical images
- texture images
- fractal dimension
- medical image analysis
- gabor filters
- co occurrence
- mri data
- magnetic resonance
- wavelet decomposition
- brain tissue
- magnetic resonance images
- magnetic resonance imaging
- feature extraction
- brain tumors
- computer aided
- gabor filtering
- image processing
- manual segmentation
- multiple scales
- texture information
- post mortem
- wavelet transform
- scale space
- brodatz textures
- feature space
- high resolution
- prostate segmentation
- edge detection
- image texture
- medical imaging
- ct images
- neural network