Automated assessment of background parenchymal enhancement on breast MRI: Impact on breast cancer risk in a matched cohort study
Motivation: Background parenchymal enhancement (BPE) is assessed on contrast-enhanced breast MRI, but its association with breast cancer risk remains unclear. Goal(s): This study aims to investigate the association between BPE, measured through an automated method, and breast cancer risk. Approach: We analyzed the effect of BPE on breast cancer risk, balancing for age and menopausal state at the time of MRI examination in patients with and without breast cancer. Results: The ratio of BPE-to-fat was strongly associated with breast cancer. Impact: With more robust measurement, BPE alongside with clinical risk factors and breast density could enhance breast cancer risk assessment. This could help optimize breast screening strategy through a multimodal approach.
Authors
- Seon‐Ok Kim (ORCID: https://orcid.org/0000-0001-9010-5460)
- Heera Yoen (ORCID: https://orcid.org/0000-0001-5583-6065)
- Su Min Ha (ORCID: https://orcid.org/0000-0002-1833-0919)
- Seohyeon Kim (ORCID: https://orcid.org/0000-0002-6118-5737)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/2125
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00