Three Applications of Conformal Prediction for Rating Breast Density in Mammography.
Charles LuKen ChangPraveer SinghJayashree Kalpathy-CramerPublished in: CoRR (2022)
Keyphrases
- breast tissue
- conformal prediction
- breast cancer
- breast cancer detection
- breast cancer diagnosis
- mammographic images
- digital mammograms
- computer aided diagnosis
- confidence levels
- tree ensembles
- ridge regression
- textural features
- pectoral muscle
- discriminating power
- cad systems
- k nearest neighbour
- benign and malignant
- logistic regression
- medical images
- feature selection
- machine learning
- receiver operating characteristic
- computer aided
- statistical analysis
- x ray
- feature space
- training data
- learning algorithm