SVM-Based Cancer Grading from Histopathological Images Using Morphological and Topological Features of Glands and Nuclei.
Catalin StoeanRuxandra StoeanAdrian SanditaDaniela CiobanuCristian MesinaCorina Lavinia GruiaPublished in: IIMSS (2016)
Keyphrases
- topological features
- histopathological images
- cell nuclei
- cancer diagnosis
- lung cancer
- automated detection
- gene selection
- mathematical morphology
- image analysis
- automated analysis
- cancer classification
- low contrast
- link prediction
- support vector machine
- support vector machine svm
- quantitative analysis
- watershed transform
- image processing
- microscopy images
- structuring elements
- microarray
- gene expression data
- gene expression profiles
- breast cancer
- active learning
- morphological operators
- computer vision
- blood vessels
- quantitative evaluation
- pattern recognition
- feature selection