A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images.
Yuxin CuiGuiying ZhangZhonghao LiuZheng XiongJianjun HuPublished in: CoRR (2018)
Keyphrases
- cell nuclei
- histopathological images
- learning algorithm
- automated analysis
- low contrast
- quantitative analysis
- microscopy images
- image segmentation
- microscopic images
- automated detection
- segmentation method
- image analysis
- cancer diagnosis
- machine learning
- segmented images
- fully automatic
- segmentation algorithm
- active contours
- level set
- medical images
- active contour model
- quantitative evaluation
- shape prior
- watershed transform
- object segmentation
- image gradient
- region merging
- watershed segmentation
- nonrigid registration
- multiscale
- feature extraction