Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features.
Pantelis GeorgiadisDionisis A. CavourasIoannis KalatzisAntonis DaskalakisGeorge C. KagadisKoralia SifakiMenelaos MalamasGeorge NikiforidisEkaterini SolomouPublished in: Comput. Methods Programs Biomed. (2008)
Keyphrases
- brain tumors
- probabilistic neural networks
- textural features
- magnetic resonance images
- mr images
- mri images
- brain tissue
- magnetic resonance imaging
- multilayer perceptron
- magnetic resonance
- probabilistic neural network
- neural network
- medical images
- texture features
- texture analysis
- gray level
- mri data
- brain images
- medical image analysis
- feed forward neural networks
- medical imaging
- visual inspection
- color images
- pattern classification
- image analysis
- power distribution
- multiscale