Integrating domain knowledge in supervised machine learning to assess the risk of breast cancer.
Aniket BochareAryya GangopadhyayYelena YeshaAnupam JoshiYaacov YeshaMary BradyMichael A. GrassoNaphtali RishePublished in: Int. J. Medical Eng. Informatics (2014)
Keyphrases
- breast cancer
- supervised machine learning
- domain knowledge
- early detection
- diagnosis of breast cancer
- manually annotated
- breast cancer diagnosis
- computer aided detection
- computer aided diagnosis
- logistic regression
- active learning
- domain experts
- breast cancer detection
- risk management
- mammogram images
- supervised learning
- machine learning
- survival analysis
- risk factors
- breast cancer patients
- computer aided
- domain specific
- data mining
- breast tissue
- cancer patients
- high quality
- risk assessment
- knowledge sources