Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.
Kenny H. ChaNicholas PetrickAria PezeshkChristian G. GraffDiksha SharmaAndreu BadalAldo BadanoBerkman SahinerPublished in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
- detection algorithm
- deep learning
- digital mammography
- breast cancer
- early detection of breast cancer
- breast cancer detection
- digital mammograms
- breast cancer diagnosis
- computer aided diagnosis
- mammographic images
- detection accuracy
- breast tissue
- unsupervised learning
- detection method
- unsupervised feature learning
- machine learning
- weakly supervised
- mental models
- benign and malignant
- moving objects
- medical images
- decision trees
- knowledge discovery