UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading.
Carlo Alberto BarbanoDaniele PerloEnzo TartaglioneAttilio FiandrottiLuca BerteroPaola CassoniMarco GrangettoPublished in: CoRR (2021)
Keyphrases
- supervised learning
- benchmark datasets
- automatic classification
- pattern classification
- classification accuracy
- unsupervised learning
- classification method
- pattern recognition
- training set
- feature vectors
- classification scheme
- feature selection
- document classification
- training dataset
- manually labeled
- classification algorithm
- computer aided detection
- category labels
- image classification
- feature extraction
- training data
- training samples
- text classification
- manual labeling
- decision trees
- feature space
- preprocessing
- classification systems
- uci datasets
- neural network
- support vector machine svm
- video classification
- support vector
- classification models
- feature set
- false positives