Variable Ranking with PCA: Finding Multiparametric MR Imaging Markers for Prostate Cancer Diagnosis and Grading.
Shoshana GinsburgPallavi TiwariJohn KurhanewiczAnant MadabhushiPublished in: Prostate Cancer Imaging (2011)
Keyphrases
- mr imaging
- cancer diagnosis
- mri data
- mr images
- motion tracking
- principal component analysis
- magnetic resonance
- lung cancer
- gene expression data
- magnetic resonance images
- contrast enhanced
- high dimensional
- cancer classification
- feature extraction
- microarray
- degrees of freedom
- gene selection
- face recognition
- dimensionality reduction
- feature space
- prostate cancer
- magnetic resonance imaging
- automatic segmentation
- gene expression profiles
- medical images
- data mining