Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis.
Neslihan BayramogluMiika T. NieminenSimo SaarakkalaPublished in: Int. J. Medical Informatics (2022)
Keyphrases
- texture analysis
- x ray
- machine learning
- texture classification
- x ray images
- image analysis
- gray level
- multiresolution
- texture features
- rotation invariant
- fractal dimension
- texture images
- gabor filters
- co occurrence
- digital x ray images
- texture description
- three dimensional
- medical imaging
- local binary pattern
- discrete tomography
- texture characterization
- texture discrimination
- feature extraction
- projection images
- chest radiographs
- computer vision
- image texture
- pattern recognition
- gabor filtering
- feature selection
- data mining
- wavelet transform
- decision trees
- image features
- mr images
- mutual information
- brodatz textures