NuKit: A deep learning platform for fast nucleus segmentation of histopathological images.
Ching-Nung LinChristine H. ChungAik Choon TanPublished in: J. Bioinform. Comput. Biol. (2023)
Keyphrases
- learning platform
- cell nuclei
- histopathological images
- image analysis
- segmentation algorithm
- automated analysis
- learning activities
- learning materials
- low contrast
- quantitative analysis
- medical images
- learning environment
- image segmentation
- segmentation method
- microscopy images
- region growing
- level set
- automated detection
- fully automatic
- shape prior
- cancer diagnosis
- data mining
- unsupervised segmentation
- watershed transform
- image regions
- multiscale
- nonrigid registration
- graph cuts
- machine learning