Cross-field strength and multi-vendor reliability of MagDensity for MRI-based quantitative breast density analysis
MagDensity showed strong intra-vendor consistency and promising cross-platform reliability after leave-one-out calibration. While full standardization remains a long-term goal, these findings provide clear evidence that scanner-related variability can be effectively mitigated through calibration. This technique offers a step further toward more consistent MRI-based BD quantification and may help enable broader clinical implementation.
Authors
- Jia Ying (ORCID: https://orcid.org/0000-0001-7846-2588)
- Renee Cattell (ORCID: https://orcid.org/0000-0003-1583-3665)
- Chuan Huang (ORCID: https://orcid.org/0000-0001-6052-0663)
Institutions
- Georgia Institute of Technology (US)
- Emory University (US)
- Stony Brook School (US)
- Stony Brook University (US)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-06-24
- DOI
- https://doi.org/10.1371/journal.pone.0316076
- Primary Topic
- Digital Radiography and Breast Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00