A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population.
Despina KontosPredrag R. BakicRaymond Joseph AcciavattiEmily F. ConantAndrew D. A. MaidmentPublished in: Digital Mammography / IWDM (2010)
Keyphrases
- digital mammography
- density estimation
- breast cancer
- computer aided diagnosis
- digital mammograms
- breast cancer detection
- mixture model
- probability density function
- probability density
- density function
- mixture modeling
- nonparametric density estimation
- outlier detection
- three dimensional
- kernel density estimation
- machine learning
- parzen window
- density estimators
- expectation maximization
- maximum likelihood
- logistic regression
- detection algorithm
- text categorization
- generative model
- particle filter
- knn
- image analysis
- feature space
- bayesian networks
- computer vision
- information retrieval