Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks.
Yanan YangFadi G. FarhatYunzhe XueFrank Y. ShihUsman RoshanPublished in: ICBRA (2020)
Keyphrases
- histopathology images
- convolutional neural networks
- image classification
- machine learning
- pattern recognition
- classification accuracy
- decision rules
- classification systems
- classification method
- classification scheme
- automatic classification
- training samples
- decision trees
- recognition rate
- classification algorithm
- cross validation
- feature extraction
- document classification
- feature space
- preprocessing
- classification models
- machine learning methods
- text classification
- benchmark datasets
- model selection
- support vector machine
- dynamic programming
- feature vectors
- multiscale
- similarity measure
- feature selection