Histologic characterization of DCE-MRI breast tumors with dimensional data reduction.
Claudio VariniAndreas DegenhardTim W. NattkemperPublished in: Medical Imaging: Image Processing (2006)
Keyphrases
- data reduction
- dce mri
- breast cancer
- data compression
- anatomical structures
- mri data
- knowledge discovery
- data analysis
- classification rules
- classification accuracy
- preprocessing
- active contour model
- model selection
- prostate cancer
- rough set theory
- contrast enhancement
- data mining
- feature selection
- high dimensionality
- data quality
- machine learning
- computer aided diagnosis
- image processing
- singular value decomposition
- feature space
- databases
- medical imaging
- medical images
- least squares