Segmentation of Hematoxylin-Eosin stained breast cancer histopathological images based on pixel-wise SVM classifier.
Aiping QuJiamei ChenLinwei WangJingping YuanFang YangQingming XiangNinu MaskeyGuifang YangJuan LiuYan LiPublished in: Sci. China Inf. Sci. (2015)
Keyphrases
- breast cancer
- cell nuclei
- histopathological images
- svm classifier
- pixel wise
- support vector machine
- quantitative analysis
- automated analysis
- image analysis
- automated detection
- support vector machine svm
- logistic regression
- low contrast
- support vector
- image classification
- microscopy images
- spatial information
- feature vectors
- cancer diagnosis
- watershed transform
- background subtraction
- nonrigid registration
- feature selection
- foreground objects
- feature extraction
- machine learning
- training set
- image segmentation
- shape prior
- segmentation algorithm
- quantitative evaluation
- semi supervised
- training data