A new histogram-based breast cancer image classifier using Gaussian mixture model.
Zhe LiSung Y. ShinSoon-Ik JeonSeong-Ho SonJeong-Ki PackPublished in: RACS (2012)
Keyphrases
- gaussian mixture model
- breast cancer
- mixture model
- input image
- multiscale
- segmentation method
- image features
- image segmentation
- color features
- image retrieval
- image classification
- logistic regression
- em algorithm
- diagnosis of breast cancer
- mammogram images
- background subtraction
- image analysis
- feature vectors
- similarity measure
- segmentation algorithm
- feature space
- support vector
- region of interest
- expectation maximization
- maximum likelihood
- bayesian networks
- contrast enhancement
- computer aided diagnosis
- training data
- feature selection