Contrastive learning-based histopathological features infer molecular subtypes and clinical outcomes of breast cancer from unannotated whole slide images.
Hui LiuYang ZhangJudong LuoPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- breast cancer
- mammogram images
- benign and malignant
- image features
- bladder cancer
- three dimensional
- digital mammography
- computer aided diagnosis
- learning algorithm
- early detection
- logistic regression
- diagnosis of breast cancer
- image analysis
- breast cancer diagnosis
- clinical practice
- input image
- cad systems
- breast tissue
- cancer patients
- clinical applications
- feature vectors
- breast cancer detection
- feature set