Do Women with Low Breast Density Have Regionally High Breast Density?

被引:1
|
作者
Mahmoudzadeh, Amir Pasha [1 ]
Malkov, Serghei [1 ]
Hinton, Benjamin [1 ]
Sprague, Brian [4 ]
Kerlikowske, Karla [2 ,3 ]
Shepherd, John [1 ]
机构
[1] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[4] Univ Vermont, Dept Surg, Burlington, VT 05405 USA
来源
BREAST IMAGING, IWDM 2016 | 2016年 / 9699卷
关键词
Breast density; Masking; BI-RADS; Mammography; FGV; X-RAY ABSORPTIOMETRY; MAMMOGRAPHIC DENSITY; TEXTURE FEATURES; RISK; CANCER; INTERVAL;
D O I
10.1007/978-3-319-41546-8_69
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Average volumetric breast density has been found to be associated with interval cancers. The association is believed to be partly due to mammographic masking. We asked if regional density may be a more sensitive descriptor of masking than average density. In this work, we propose a new method to identify high density regions based on calibrating pixel-level volumetric breast density to Breast Imaging Reporting and Data System (BI-RADS) Version 4 categories. Local breast density was measured using the single-energy X-ray absorptiometry (SXA) technique. In 583 women undergoing screening mammography, we found percent fibroglandular volume ranges that corresponded to each BI-RADS category: 0-4.9 % (BI-RADS 1), 5.0-18.2 % (BI-RADS 2), 18.3-48.9 % (BI-RADS 3) and 49.0-100 % (BI-RADS 4). Women with an average BI-RADS 1 category had 21840 pixels (0.014 mm) breast area considered high density (category 4) compared to 186469 pixels (0.014 mm) in women with average BI-RADS 4 category. We conclude that some women with low breast density still have regions of high density that may mask breast cancers. These scores and localized density colorized maps may better help radiologists in the decision to utilize secondary adjuvant screening than whole breast BI-RADs scores.
引用
收藏
页码:548 / 553
页数:6
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