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Updated: Jan 14, 2026

Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
Published on: December 15, 2014
Multiparametric breast MRI to problem-solve mammographically detected suspicious calcifications.
Vivian Y Park1, Daniel S Hippe2, Anum S Kazerouni3
1Department of Radiology, University of Washington, Seattle, WA 98195, USA; Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, South Korea.
Multiparametric breast MRI effectively evaluates suspicious calcifications found on mammograms, potentially avoiding unnecessary biopsies. Dynamic contrast-enhanced MRI (DCE-MRI) shows promise, while diffusion-weighted imaging (DWI) and quantitative MRI may not add significant diagnostic value.
Area of Science:
- Radiology and Imaging Science
- Breast Cancer Diagnostics
- Medical Imaging Analysis
Background:
- Mammography is crucial for detecting suspicious calcifications, but differentiating benign from malignant cases can be challenging.
- Multiparametric breast MRI offers advanced imaging capabilities to assess these calcifications.
- Accurate characterization of calcifications is vital to guide biopsy decisions and improve patient outcomes.
Purpose of the Study:
- To assess the diagnostic performance of multiparametric breast MRI in evaluating mammographically detected suspicious calcifications.
- To determine the added value of dynamic contrast-enhanced MRI (DCE-MRI) and diffusion-weighted imaging (DWI) in this context.
- To compare MRI performance against mammographic findings for BI-RADS category 4a and 4b calcifications.
Main Methods:
- Prospective enrollment of 81 women with suspicious calcifications from August 2017 to May 2023.
- Pre-biopsy multiparametric MRI including standard/high-temporal resolution DCE-MRI and DWI.
- Univariable and multivariable logistic regression analyses were used to associate MRI features with malignancy outcomes, with AUCs calculated via cross-validation.
Main Results:
- Of 86 calcifications, 29% were malignant. Malignancy rates for mammographic BI-RADS 4a and 4b were low (3.8% and 8.7%, respectively).
- Mammographic BI-RADS category, MRI BI-RADS category, DWI visibility, peak enhancement, functional tumor volume, and Ktrans were associated with malignancy.
- Multivariable models incorporating qualitative DCE-MRI showed higher AUCs (malignancy: 0.71-0.76; invasive cancer/high-grade DCIS: 0.78-0.91) than mammographic features alone (0.57 and 0.61).
Conclusions:
- Breast DCE-MRI is valuable for evaluating mammographic BI-RADS category 4a/4b calcifications, potentially reducing the need for biopsy.
- Inclusion of DWI or quantitative MRI features did not significantly enhance diagnostic performance beyond qualitative DCE-MRI.
- Multiparametric MRI, particularly DCE-MRI, improves the characterization of suspicious calcifications detected on mammography.
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