Similarity Measure-Based Possibilistic FCM With Label Information for Brain MRI Segmentation.
Xiangzhi BaiYuxuan ZhangHaonan LiuZhiguo ChenPublished in: IEEE Trans. Cybern. (2019)
Keyphrases
- mri segmentation
- fuzzy c means
- label information
- similarity measure
- clustering method
- euclidean distance
- distance metric
- semi supervised
- dimensionality reduction
- fuzzy clustering
- labeled data
- training data
- magnetic resonance images
- image segmentation
- class labels
- unlabeled data
- mri images
- brain tissue
- human brain
- pairwise
- geometric structure
- semi supervised learning
- clustering algorithm
- cancer treatment
- cluster analysis
- transfer learning
- distance measure
- k means
- membership functions
- brain tumors
- brain images
- multiple types
- high dimensional
- feature vectors
- decision trees
- text categorization
- data points
- feature space
- pattern recognition
- similarity search
- prior knowledge
- support vector
- active learning
- unsupervised learning
- medical images
- principal component analysis