Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology.
Nicolas NerrienetRémy PeyretMarie SockeelStéphane SockeelPublished in: CoRR (2023)
Keyphrases
- supervised learning
- training set
- training phase
- supervised classification
- unsupervised learning
- breast cancer diagnosis
- training samples
- classification accuracy
- unsupervised classification
- training process
- machine learning
- partially supervised
- support vector
- text classification
- support vector machine
- feature selection
- supervised training
- feature extraction
- multi class
- image classification
- semi supervised
- support vector machine svm
- class labels
- decision trees
- digitized mammograms
- neural network
- digital mammograms
- multi layer perceptron
- training dataset
- feature vectors
- training examples
- active learning
- semi supervised learning