MRI Based Automated Detection of Brain Tumor Using DWT, GLCM, PCA, Ensemble of SVM and PNN in Sequence.
Md. Sakib AhmedSajib HossainMd. Nazmul HaqueM. M. Mahbubul SyeedD. M. SaaduzzamanMd Hasan MarufA. S. M. ShihavuddinPublished in: MIET (1) (2022)
Keyphrases
- brain tumors
- automated detection
- magnetic resonance images
- mr images
- mri images
- principal component analysis
- neural network
- automated analysis
- support vector machine svm
- magnetic resonance
- svm classifier
- support vector
- brain tissue
- support vector machine
- mri scans
- singular value decomposition
- deformable registration
- medical image analysis
- training data
- training set
- feature space
- medical images
- lung cancer
- discrete wavelet transformation
- feature selection
- magnetic resonance imaging
- multiresolution
- feature extraction
- brain images
- texture analysis
- gray level
- tumor growth
- mri data
- ensemble methods
- texture features
- dimensionality reduction
- brain tumor segmentation
- prostate cancer
- knn
- white matter
- image data