Machine-learning-based classification of the histological subtype of non-small-cell lung cancer using MRI texture analysis.
Ewelina BebasMarta BorowskaMarcin DerlatkaEdward OczeretkoMarcin HladunskiPiotr SzumowskiMalgorzata MojsakPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- texture analysis
- machine learning
- lung cancer
- texture discrimination
- gabor filtering
- feature extraction
- pattern recognition
- texture classification
- machine learning methods
- textural features
- image analysis
- cancer diagnosis
- machine learning algorithms
- survival prediction
- lung nodules
- feature selection
- brodatz textures
- decision trees
- gray level
- co occurrence
- texture features
- automated detection
- gabor filters
- multiresolution
- cell nuclei
- cancer cells
- feature vectors
- mr images
- classification accuracy
- support vector
- data mining
- magnetic resonance imaging
- magnetic resonance images
- pet ct
- lung cancer patients
- medical imaging