Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms.
Eric WuKevin WuWilliam LotterPublished in: CoRR (2020)
Keyphrases
- cancer classification
- digital mammograms
- breast tissue
- computer aided diagnosis
- gene selection
- breast cancer
- mammographic images
- microarray
- random forest
- benign and malignant
- gene expression data
- cancer diagnosis
- microarray data
- pectoral muscle
- computer aided detection
- breast mri
- gene expression profiles
- gene expression profiling
- computer aided
- medical images
- receiver operating characteristic
- colon cancer
- feature selection
- discriminating power
- cad systems
- digitized mammograms
- experimental conditions
- textural features
- data sets
- prediction accuracy
- feature extraction
- clustering algorithm