Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification.
Amruta ParulekarUtkarsh KanwatRavi Kant GuptaMedha ChippaThomas JacobTripti BametaSwapnil RaneAmit SethiPublished in: CoRR (2023)
Keyphrases
- uci repository
- benchmark datasets
- uci machine learning repository
- pattern recognition
- automatic classification
- text classification
- statistical classification
- feature vectors
- features extraction
- classification accuracy
- machine learning
- classification scheme
- image segmentation
- support vector
- data sets
- lung nodules
- training dataset
- decision trees
- segmentation algorithm
- image analysis
- image classification
- medical images
- support vector machine svm
- training data
- pixel classification
- object segmentation
- region growing
- classification rules
- classification algorithm
- class labels
- fully automatic
- classification method
- segmentation method
- edge detection
- object detection
- learning algorithm
- support vector machine
- multiple classifier systems
- level set
- feature extraction
- accurate classifiers
- correct classification
- feature extraction and classification
- multiscale