Automatic liver volume segmentation and fibrosis classification.
Evgeny BalEyal KlangMichal AmitaiHayit GreenspanPublished in: Medical Imaging: Computer-Aided Diagnosis (2018)
Keyphrases
- statistical classification
- features extraction
- fully automatic
- medical images
- machine learning
- volume data
- classification algorithm
- image segmentation
- classification method
- image classification
- pattern recognition
- pixel classification
- classification accuracy
- support vector
- feature selection
- segmentation algorithm
- lung nodules
- image slices
- support vector machine svm
- text classification
- edge detection
- multiscale
- feature extraction
- decision trees
- segmentation method
- semi automatic
- region growing
- object segmentation
- supervised learning
- support vector machine
- feature vectors
- computed tomography images
- maximum likelihood criterion
- white blood