Multi-scale domain-adversarial multiple-instance CNN for cancer subtype classification with non-annotated histopathological images.
Noriaki HashimotoDaisuke FukushimaRyoichi KogaYusuke TakagiKaho KoKei KohnoMasato NakaguroShigeo NakamuraHidekata HontaniIchiro TakeuchiPublished in: CoRR (2020)
Keyphrases
- multiple instance
- multiscale
- histopathological images
- multiple instance learning
- real valued
- pattern recognition
- classification accuracy
- supervised learning
- concept learning
- support vector
- semi supervised learning
- machine learning
- decision trees
- cancer diagnosis
- pattern classification
- computer vision
- support vector machine svm
- feature vectors
- feature space
- learning problems
- unsupervised learning
- text classification
- image classification
- input image
- relational learning
- support vector machine