Brain Tumour Segmentation in FLAIR MRI Using Sliding Window Texture Feature Extraction Followed by Fuzzy C-Means Clustering.
Sanjay SaxenaNitu KumariSwati PattnaikPublished in: Int. J. Heal. Inf. Syst. Informatics (2021)
Keyphrases
- sliding window
- texture feature extraction
- fuzzy c means clustering
- medical images
- mr images
- white matter
- tissue segmentation
- multiple sclerosis
- gray matter
- magnetic resonance images
- brain tumors
- brain structures
- texture features
- brain mri
- adipose tissue
- data streams
- brain tissue
- automatically segmenting
- brain images
- corpus callosum
- mri data
- human brain
- magnetic resonance imaging
- automatic segmentation
- dce mri
- magnetic resonance
- image retrieval
- gabor filters
- fuzzy c means
- image segmentation
- segmentation algorithm
- image segmentation algorithm
- medical imaging
- clustering method
- bias field
- feature extraction
- diffusion tensor
- image processing
- data sets
- diffusion tensor imaging
- anatomical structures
- region growing
- energy function
- computer vision
- multiscale
- image data
- image features
- edge detection
- graph cuts
- fuzzy clustering
- clinical trials