Nonparametric segmentation and classification of small size irregularly shaped stem cell nuclei using adjustable windowing.
Nathan LowryRami MangoubiMukund DesaiPaul SammakPublished in: ISBI (2010)
Keyphrases
- small size
- stem cell
- irregularly shaped
- microscopic images
- decision trees
- classification accuracy
- microscopy images
- statistical classification
- level set
- pattern recognition
- features extraction
- image classification
- machine learning
- image segmentation
- feature extraction and classification
- multiscale
- pattern classification
- feature space
- segmentation algorithm
- segmentation method
- pixel classification
- support vector
- feature extraction
- support vector machine
- medical images
- poor quality
- support vector machine svm
- feature set
- cell nuclei
- parametric models
- fully automatic
- training set
- medical imaging
- classification algorithm