Automatic cell nuclei segmentation and classification of breast cancer histopathology images.
Pin WangXianling HuYongming LiQianqian LiuXinjian ZhuPublished in: Signal Process. (2016)
Keyphrases
- breast cancer
- cell nuclei
- histopathology images
- breast tissue
- microscope images
- cancer diagnosis
- fully automatic
- early detection
- logistic regression
- tissue samples
- text classification
- quantitative analysis
- support vector
- image segmentation
- automated analysis
- low contrast
- automated detection
- segmentation algorithm
- support vector machine svm
- classification accuracy
- machine learning
- correct classification
- feature selection
- segmentation method
- medical images
- edge detection
- image analysis
- quantitative evaluation
- microscopy images
- microarray data
- high dimensionality