Weakly-supervised Learning Using Pretraining for Classification in HER2 Immunohistochemistry Image of Breast Cancer.
Zhengnan WangYeting MaYali ZhengPeiqin FengFangbo YuPublished in: ICMAI (2021)
Keyphrases
- breast cancer
- breast cancer diagnosis
- image classification
- weakly supervised learning
- mammogram images
- image features
- image data
- image segmentation
- image content
- input image
- bladder cancer
- multiscale
- image analysis
- image retrieval
- classification accuracy
- segmentation method
- logistic regression
- text classification
- region of interest
- support vector
- high resolution
- decision trees
- feature vectors
- feature space
- breast cancer patients
- object detection
- pairwise
- natural images
- multi class
- training set
- bounding box
- textural features
- machine learning