Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology.
Mahesh B. NagarajanMarkus B. HuberThomas SchlossbauerGerda L. LeinsingerAndrzej KrólAxel WismüllerPublished in: Artif. Intell. Medicine (2014)
Keyphrases
- breast mri
- dimension reduction
- magnetic resonance imaging
- computer aided
- feature extraction
- differential diagnosis
- principal component analysis
- high dimensional
- high dimensionality
- high dimensional data
- linear discriminant analysis
- singular value decomposition
- preprocessing
- magnetic resonance images
- breast tissue
- dce mri
- feature space
- low dimensional
- feature selection
- fuzzy c means clustering
- unsupervised learning
- dimensionality reduction
- machine learning
- atlas based segmentation
- support vector
- mri data
- pattern recognition
- computer aided diagnosis
- contrast enhanced
- medical images
- medical imaging
- image registration
- feature vectors
- medical experts
- tissue classification