Predicting response before initiation of neoadjuvant chemotherapy in breast cancer using new methods for the analysis of dynamic contrast enhanced MRI (DCE MRI) data.
Joseph B. DeGrandchampJennifer G. WhisenantLori R. ArlinghausVandana G. AbramsonThomas E. YankeelovJulio Cárdenas-RodríguezPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Keyphrases
- dce mri
- breast cancer
- dynamic contrast enhanced mri
- mri data
- anatomical structures
- contrast agent
- data sets
- contrast enhancement
- computer aided diagnosis
- active contour model
- benign and malignant
- synthetic data
- prostate cancer
- data sources
- curve fitting
- training data
- logistic regression
- three dimensional
- image data
- multiscale