Two-step segmentation of Hematoxylin-Eosin stained histopathological images for prognosis of breast cancer.
Aiping QuJiamei ChenLinwei WangJingping YuanFang YangQingming XiangNinu MaskeyGuifang YangJuan LiuYan LiPublished in: BIBM (2014)
Keyphrases
- breast cancer
- cell nuclei
- histopathological images
- automated analysis
- automated detection
- quantitative analysis
- low contrast
- microscopy images
- early detection
- survival analysis
- image analysis
- logistic regression
- cancer diagnosis
- tissue samples
- breast cancer patients
- watershed transform
- quantitative evaluation
- medical images
- ground truth
- nonrigid registration
- image segmentation
- breast tissue
- dce mri
- pattern recognition
- medical imaging
- machine learning
- x ray
- segmentation method