Nuclei segmentation and classification in histopathology images with StarDist for the CoNIC Challenge 2022.
Martin WeigertUwe SchmidtPublished in: CoRR (2022)
Keyphrases
- histopathology images
- support vector machine svm
- classification accuracy
- features extraction
- image segmentation
- microscopy images
- segmentation method
- segmentation algorithm
- microscopic images
- automatic classification
- machine learning
- pattern recognition
- support vector machine
- multiscale
- feature space
- feature selection
- object segmentation
- image analysis
- supervised learning
- statistical classification
- feature extraction and classification
- shape prior
- medical imaging
- classification algorithm
- text classification
- level set
- medical images
- decision trees
- automatic recognition
- textural features
- feature set
- training data
- edge detection
- confocal images
- maximum likelihood criterion
- learning algorithm