Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images.
Noriaki HashimotoDaisuke FukushimaRyoichi KogaYusuke TakagiKaho KoKei KohnoMasato NakaguroShigeo NakamuraHidekata HontaniIchiro TakeuchiPublished in: CVPR (2020)
Keyphrases
- multiple instance
- multiscale
- histopathological images
- multiple instance learning
- machine learning
- classification accuracy
- pattern recognition
- concept learning
- real valued
- decision trees
- support vector
- pattern classification
- learning problems
- feature extraction
- unsupervised learning
- cancer diagnosis
- support vector machine svm
- supervised learning
- text classification
- semi supervised learning
- image classification
- image processing
- regression problems
- feature selection
- training set
- neural network
- support vector machine
- image analysis
- feature vectors