Preprocessing for improving CAD scheme performance for microcalcification detection based on mammography imaging quality parameters.
Homero SchiabelMarcelo Andrade da Costa VieiraLiliane VenturaPublished in: Medical Imaging: Computer-Aided Diagnosis (2009)
Keyphrases
- digital mammograms
- digital mammography
- preprocessing
- breast cancer
- mammographic images
- breast cancer diagnosis
- detection scheme
- computer aided
- computer aided diagnosis
- breast cancer detection
- receiver operating characteristic
- cad systems
- image processing
- feature extraction
- detection method
- medical imaging
- maximum likelihood
- high quality
- preprocessing phase
- early detection
- computer aided design
- imaging systems
- logistic regression
- computer graphics
- high resolution
- image analysis
- low contrast
- optical properties
- spatial and temporal resolution