Automatic Brain Tumor Detection and Classification Using UNET and Optimized Support Vector Machine.
Subba Reddy BorraM. Krishna PriyaM. TaruniK. Samhitha RaoM. Sanjana ReddyPublished in: SN Comput. Sci. (2024)
Keyphrases
- support vector machine
- svm classifier
- brain tumors
- support vector machine svm
- support vector
- classification method
- feature extraction
- classification algorithm
- feature space
- training set
- high classification accuracy
- classification accuracy
- pattern recognition
- feature vectors
- svm classification
- decision boundary
- features extraction
- object detection
- machine learning
- feature selection
- decision trees
- three dimensional
- multi class
- knn
- fully automatic
- hyperplane
- mri images
- medical imagery
- magnetic resonance images
- mr images
- cellular automata
- kernel function
- training samples
- ground truth
- image data