An Efficient Brain Tumor Segmentation Method Based on Adaptive Moving Self-Organizing Map and Fuzzy K-Mean Clustering.
Surjeet DalalUmesh Kumar LilhorePoongodi ManoharanUma RaniFadl DahanFahima HajjejIsmail KeshtaAshish SharmaSarita SimaiyaKaamran RaahemifarPublished in: Sensors (2023)
Keyphrases
- segmentation method
- self organizing maps
- brain tumors
- ultrasound image segmentation
- region growing
- som neural network
- neural network
- image segmentation
- active contour model
- active contours
- energy function
- unsupervised learning
- fuzzy sets
- topology preserving
- segmented images
- fuzzy logic
- growing self organizing map
- input data
- shape prior
- magnetic resonance images
- mr images
- segmentation result
- model based segmentation
- membership functions
- superpixels
- feature maps
- deformable registration
- segmentation algorithm
- k means
- fuzzy clustering
- fuzzy rules
- remote sensing