Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images.
Jack BreenKieran ZuckerNicolas OrsiGeoff HallNishant RavikumarPublished in: CoRR (2021)
Keyphrases
- breast cancer
- domain adaptation
- histopathology images
- mammogram images
- digital mammography
- microcalcification clusters
- diagnosis of breast cancer
- logistic regression
- computer aided detection
- computer aided diagnosis
- multiple sources
- labeled data
- semi supervised
- cross domain
- cancer patients
- sentiment classification
- transfer learning
- document classification
- test data
- mammographic images
- semi supervised learning
- unlabeled data
- target domain
- co training
- machine learning
- supervised learning
- breast cancer patients
- high dimensional
- support vector
- decision trees