Unveiling the Secrets of Brain Tumors: A Fuzzy C-Means and U-Net Convolution Approach for Enhanced Segmentation.
J. Pearline Sheba GraceP. EzhilarasiS. Rajesh KannanPublished in: Int. J. Comput. Commun. Control (2024)
Keyphrases
- fuzzy c means
- brain tumors
- tumor segmentation
- fcm algorithm
- image segmentation
- magnetic resonance images
- mri segmentation
- fuzzy clustering
- mr images
- mri images
- fuzzy clustering algorithm
- low grade gliomas
- clustering algorithm
- fuzzy c means algorithm
- magnetic resonance
- clustering method
- brain mr images
- fuzzy clustering algorithms
- membership functions
- k means
- medical image analysis
- euclidean distance
- brain images
- hard c means
- brain tissue
- cluster analysis
- brain tumor segmentation
- image processing
- medical images
- active contour model
- level set
- cluster centers
- segmentation algorithm
- possibilistic c means
- neural network
- pattern recognition
- magnetic resonance imaging