Two Ensemble-CNN Approaches for Colorectal Cancer Tissue Type Classification.
Emanuela PaladiniEdoardo VantaggiatoFares BougourziCosimo DistanteAbdenour HadidAbdelmalik Taleb-AhmedPublished in: J. Imaging (2021)
Keyphrases
- machine learning methods
- pattern recognition
- multiple classifier systems
- feature extraction
- tissue classification
- classification accuracy
- three dimensional
- classification scheme
- machine learning algorithms
- text classification
- training set
- binary classification problems
- machine learning
- final classification
- convolutional neural network
- support vector machine svm
- neural networks and support vector machines
- classification method
- colorectal cancer
- ensemble classifier
- cellular neural networks
- cross validation
- classification rules
- benchmark datasets
- image classification
- feature space
- support vector
- decision trees
- feature selection
- ensemble learning
- classification systems
- majority voting
- support vector machine
- accurate classifiers
- learning algorithm