A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention.
João D. NunesDiana MontezumaDomingos OliveiraTania PereiraJaime S. CardosoPublished in: CoRR (2024)
Keyphrases
- cell nuclei
- fluorescence microscopy images
- automated analysis
- cancer diagnosis
- microscope images
- tissue samples
- automated detection
- histopathological images
- correct classification
- segmentation algorithm
- quantitative analysis
- cell nucleus
- pattern recognition
- decision trees
- microscopy images
- support vector machine svm
- medical images
- watershed transform
- image regions
- low contrast
- energy functional
- nonrigid registration
- fully automatic
- medical imaging
- image enhancement
- feature extraction
- image segmentation
- feature selection