Front-end data reduction in computer-aided diagnosis of mammograms: a pilot study.
Hamed Sari-SarrafShaun S. GleasonRobert M. NishikawaPublished in: Medical Imaging: Image Processing (1999)
Keyphrases
- pilot study
- computer aided diagnosis
- data reduction
- computer aided
- medical images
- breast cancer
- data compression
- clustered microcalcifications
- image analysis
- preprocessing
- medical imaging
- lesion detection
- knowledge discovery
- cad systems
- data analysis
- singular value decomposition
- classification rules
- computer games
- classification accuracy
- lung nodules
- rough set theory
- model selection
- pulmonary nodules
- data quality
- dimensionality reduction
- multiscale
- feature selection
- high dimensionality
- data mining
- pectoral muscle
- logistic regression
- rough sets
- nearest neighbor