A fully-automated software pipeline for integrating breast density and parenchymal texture analysis for digital mammograms: parameter optimization in a case-control breast cancer risk assessment study.
Yuanjie ZhengYan WangBrad M. KellerEmily F. ConantJames C. GeeDespina KontosPublished in: Medical Imaging: Computer-Aided Diagnosis (2013)
Keyphrases
- clustered microcalcifications
- breast tissue
- breast cancer
- digital mammograms
- fully automated
- mammographic images
- texture analysis
- textural features
- computer aided diagnosis
- benign and malignant
- fractal analysis
- digital mammography
- risk assessment
- fully automatic
- image analysis
- receiver operating characteristic
- logistic regression
- cad systems
- multiresolution
- texture features
- tissue classification
- medical images
- genetic algorithm
- digitized mammograms
- artificial neural networks
- decision making
- evolutionary algorithm
- control system
- dce mri
- risk factors
- medical imaging
- risk management