Attention multiple instance learning with Transformer aggregation for breast cancer whole slide image classification.
Jianxin ZhangCunqiao HouWen ZhuMingli ZhangYing ZouLizhi ZhangQiang ZhangPublished in: BIBM (2022)
Keyphrases
- breast cancer
- multiple instance learning
- image classification
- multiple instance
- logistic regression
- multi class
- computer aided diagnosis
- image annotation
- diagnosis of breast cancer
- breast cancer diagnosis
- supervised learning
- visual features
- multi label
- image features
- image representation
- semi supervised
- bladder cancer
- feature extraction
- mammogram images
- k nearest neighbor
- breast tissue
- breast cancer patients
- unsupervised learning
- image database
- knn
- machine learning