Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading.
Carlo Alberto BarbanoDaniele PerloEnzo TartaglioneAttilio FiandrottiLuca BerteroPaola CassoniMarco GrangettoPublished in: ICIP (2021)
Keyphrases
- classification accuracy
- supervised learning
- automatic classification
- benchmark datasets
- feature extraction
- class labels
- training data
- training set
- classification method
- decision trees
- pattern recognition
- manually labeled
- text classification
- uci datasets
- training dataset
- feature selection
- neural network
- classification models
- manual labeling
- feature space
- learning algorithm
- fold cross validation
- category labels
- training samples
- pattern classification
- computer aided
- classification algorithm
- machine learning algorithms
- model selection
- image classification
- support vector machine
- machine learning