A fully automated scheme for breast density estimation and asymmetry detection of mammograms.
Stylianos D. TzikopoulosHarris V. GeorgiouMichael E. MavroforakisSergios TheodoridisPublished in: EUSIPCO (2009)
Keyphrases
- fully automated
- density estimation
- digital mammograms
- pectoral muscle
- mammogram images
- fully automatic
- digitized mammograms
- mixture model
- mammographic images
- computer aided diagnosis
- probability density
- density function
- mixture modeling
- parzen window
- density estimators
- probability density function
- breast cancer
- em algorithm
- gaussian mixture model
- outlier detection
- nonparametric density estimation
- data mining
- density estimates
- detection algorithm
- expectation maximization
- image processing
- kernel density estimation
- medical images
- statistical analysis