Human-interpretable features derived from breast cancer pathology slides detect BRCA1/2 gene mutations.
Yi LiXiaomin XiongXiaohua LiuLin ChenBo LinBo XuPublished in: ICDM (Workshops) (2023)
Keyphrases
- breast cancer
- benign and malignant
- mammogram images
- early detection
- breast cancer diagnosis
- cad systems
- diagnosis of breast cancer
- computer aided detection
- feature extraction
- survival analysis
- microarray
- logistic regression
- image features
- feature vectors
- decision trees
- computer aided diagnosis
- regression model
- roc analysis
- x ray
- medical images
- cancer patients
- feature set
- related genes