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

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
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article

Automated assessment of background parenchymal enhancement on breast MRI: Impact on breast cancer risk in a matched cohort study

Seon‐Ok Kim, Heera Yoen, Su Min Ha, Seohyeon Kim
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
Radiomics and Machine Learning in Medical Imaging
article

Automated assessment of background parenchymal enhancement on breast MRI: Impact on breast cancer risk in a matched cohort study

Seon‐Ok Kim, Heera Yoen, Su Min Ha, Seohyeon Kim
article en

Abstract

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.

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
Openalex Percentile: Top 66%
Radiomics and Machine Learning in Medical Imaging
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