Automatic segmentation of liver/kidney area with double-layered fuzzy C-means and the utility of hepatorenal index for fatty liver severity classification.
Kwang-Baek KimGwang-Ha KimDoo Heon SongHyun Jun ParkChang Won KimPublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- automatic segmentation
- fuzzy c means
- ct data
- computed tomography images
- manual segmentation
- automatically segmenting
- fuzzy clustering
- abdominal organs
- fuzzy clustering algorithm
- segmentation algorithm
- ct images
- ct scans
- clustering method
- machine learning
- accurate segmentation
- clustering algorithm
- intraoperative
- cluster validity index
- feature vectors
- pattern classification
- pattern recognition
- fcm algorithm
- computer aided diagnosis systems
- medical images
- brain tissue
- possibilistic c means
- feature space
- contrast enhanced
- feature extraction
- supervised learning
- computer vision
- neural network
- membership functions