Detection and classification of glioma, meningioma, pituitary tumor, and normal in brain magnetic resonance imaging using deep learning-based hybrid model.
Muhammed YildirimEmine CengilYesim ErogluAhmet ÇinarPublished in: Iran J. Comput. Sci. (2023)
Keyphrases
- magnetic resonance imaging
- hybrid model
- brain tumors
- deep learning
- magnetic resonance images
- mri images
- medical images
- support vector machine svm
- mri data
- diffusion tensor images
- unsupervised learning
- machine learning
- medical imaging
- mr images
- brain tissue
- pattern recognition
- magnetic resonance
- object detection
- support vector machine
- feature vectors
- training set
- feature space
- text classification
- artificial neural networks
- support vector regression
- eeg signals
- positron emission tomography
- low grade
- white matter
- feature extraction
- three dimensional
- feature selection
- anatomical structures
- bounding box
- brain images
- supervised learning
- support vector
- face recognition
- decision trees
- learning algorithm