Nonparametric estimation of conditional ROC curves: Application to discrimination tasks in computerized detection of early breast cancer.
Ignacio López-de-UllibarriRicardo CaoCarmen Cadarso-SuárezMaría J. LadoPublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- breast cancer
- roc curve
- roc analysis
- digital mammography
- mammogram images
- microcalcification clusters
- diagnosis of breast cancer
- computer aided diagnosis
- nonparametric estimation
- receiver operating characteristic
- computer aided detection
- computer aided
- logistic regression
- machine learning
- mammographic images
- loss function
- pairwise