GradMix for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets.
Tan N. N. DoanKyungeun KimBoram SongJin Tae KwakPublished in: MICCAI (2) (2022)
Keyphrases
- pattern recognition
- classification accuracy
- microscopic images
- pixel classification
- segmentation method
- statistical classification
- microscopy images
- image segmentation
- class imbalance
- medical images
- pattern classification
- level set
- class labels
- decision trees
- classification method
- support vector
- segmentation algorithm
- image analysis
- imbalanced data
- confocal images
- machine learning
- imbalanced data sets
- cell nuclei
- feature space
- skin lesion
- automated analysis
- support vector machine
- blood vessels
- image classification
- text classification
- model selection
- support vector machine svm