CalAttnMix: An instance-attention based data augmentation method for calcification detection in mammograms.
Peng HuangJia HuaXiaochuan GengJianrong XuShiteng SuoYan ZhouYuanyuan WangYi GuoPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- synthetic data
- detection method
- prior knowledge
- input data
- preprocessing
- noisy data
- statistical methods
- prior information
- training data
- test data
- data sets
- significant improvement
- knowledge discovery
- pairwise
- missing values
- missing data
- data analysis
- data sources
- database
- original data
- high quality
- data structure
- clustering method
- detection algorithm
- training samples
- data collection
- segmentation method
- objective function
- object detection
- support vector machine
- feature extraction
- spectral clustering
- image data
- correlation analysis