An improved Hover-net for nuclear segmentation and classification in histopathology images.
Ji WangLulu QinDan ChenJuan WangBo-Wei HanZexuan ZhuGuangdong QiaoPublished in: Neural Comput. Appl. (2023)
Keyphrases
- histopathology images
- image segmentation
- machine learning
- classification accuracy
- support vector
- segmentation algorithm
- multiscale
- lung nodules
- features extraction
- classification systems
- text classification
- classification method
- feature extraction
- classification algorithm
- training set
- feature selection
- pigmented skin lesions
- statistical classification
- classification rules
- support vector machine svm
- support vector machine
- class labels
- decision rules
- benchmark datasets
- level set
- object segmentation
- medical images
- pixel classification
- supervised learning
- feature extraction and classification
- robust classification
- image analysis
- feature vectors
- preprocessing