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Quantitative 2- and 3-dimensional analysis of pharmacokinetic model-derived variables for breast lesions in dynamic, contrast-enhanced MR mammography
- Source :
- European Journal of Radiology. 66:300-308
- Publication Year :
- 2008
- Publisher :
- Elsevier BV, 2008.
-
Abstract
- Purpose 2- and 3-dimensional evaluation of quantitative pharmacokinetic parameters derived from the Tofts model modeling dynamic contrast enhancement of lesions in MR mammography. Materials and methods In 95 patients, MR mammography revealed 127 suspicious lesions. The initial rate of enhancement was coded by color intensity, the post-initial enhancement change is coded by color hue. 2D and 3D analysis of distribution of color hue and intensity, vascular permeability and extracellular volume were performed. Results In 2D, malignant lesions showed significant higher number of bright red, medium red, dark red, bright green, medium green, dark green and bright blue pixels than benign lesions. In 3D, statistical significant differences between malignant and benign lesions was found for all this parameters. Vascular permeability was significant higher in malignant lesions than in benign lesions. Regression model using the 3D data found that the best discriminator between malignant and benign lesions was combined number of voxels and medium green pixels, with a sensitivity of 79.4% and a specificity of 83.1%. Conclusions Quantitative analysis of pharmacokinetic variables of contrast kinetics showed significant differences between malignant and benign lesions. 3D analysis showed superior diagnostic differentiation between malignant and benign lesions than 2D analysis. The parametric analysis using a pharmacokinetic model allows objective analysis of contrast enhancement in breast lesions.
- Subjects :
- Adult
Gadolinium DTPA
medicine.medical_specialty
genetic structures
media_common.quotation_subject
Contrast Media
computer.software_genre
Diagnosis, Differential
Lesion
Breast Diseases
Imaging, Three-Dimensional
Voxel
Image Interpretation, Computer-Assisted
medicine
Humans
Contrast (vision)
Mammography
Radiology, Nuclear Medicine and imaging
Aged
Hue
media_common
Chi-Square Distribution
medicine.diagnostic_test
business.industry
Magnetic resonance imaging
General Medicine
Middle Aged
Magnetic Resonance Imaging
Intensity (physics)
Logistic Models
ROC Curve
Regression Analysis
Female
Radiology
medicine.symptom
business
Nuclear medicine
Quantitative analysis (chemistry)
computer
Subjects
Details
- ISSN :
- 0720048X
- Volume :
- 66
- Database :
- OpenAIRE
- Journal :
- European Journal of Radiology
- Accession number :
- edsair.doi.dedup.....e3c37eb5dc20519e725975d2fcd0e060