An automated image segmentation and classification algorithm for immunohistochemically stained tumor cell nuclei.
Hangu YeoVadim SheininYuri SheininPublished in: Medical Imaging: Image Processing (2009)
Keyphrases
- classification algorithm
- cell nuclei
- tissue samples
- automated analysis
- image segmentation
- cancer diagnosis
- watershed transform
- histopathological images
- automated detection
- k nearest neighbor
- microscope images
- knn
- quantitative analysis
- low contrast
- naive bayes
- class labels
- image analysis
- training set
- visual analysis
- learning algorithm
- support vector machine
- region growing
- image processing
- clustering algorithm
- watershed segmentation
- gene expression data
- microscopy images
- gene expression profiles
- computer vision
- decision trees
- segmented images
- mathematical morphology
- microarray
- segmentation method
- graph cuts
- lung cancer
- gene selection
- region merging
- fully automatic
- medical imaging
- nonrigid registration
- segmentation algorithm
- active contours
- markov random field
- knowledge discovery