A novel cost function for nuclei segmentation and classification in imbalanced histopathology data-sets.
Luke JohnstonZhangsheng YuPublished in: Comput. Medical Imaging Graph. (2023)
Keyphrases
- cost function
- data sets
- benchmark data sets
- classification accuracy
- segmentation method
- image segmentation
- microscopic images
- training set
- machine learning
- feature extraction
- decision trees
- feature vectors
- pixel classification
- region growing
- level set
- segmentation algorithm
- microscopy images
- imbalanced data sets
- medical images
- supervised learning
- support vector
- training data
- class imbalance
- text classification
- support vector machine
- data streams
- confocal images
- data sets from uci