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
相关论文
共 50 条
  • [1] Staying abreast of imaging - Current status of breast cancer detection in high density breast
    Ghieh, D.
    Saade, C.
    Najem, E.
    El Zeghondi, R.
    Rawashdeh, M. A.
    Berjawi, G.
    RADIOGRAPHY, 2021, 27 (01) : 229 - 235
  • [2] Dietary Energy Density Is Positively Associated with Breast Density among Young Women
    Jones, Jessica A.
    Hartman, Terryl J.
    Klifa, Catherine S.
    Coffman, Donna L.
    Mitchell, Diane C.
    Vernarelli, Jacqueline A.
    Snetselaar, Linda G.
    Van Horn, Linda
    Stevens, Victor J.
    Robson, Alan M.
    Himes, John H.
    Shepherd, John A.
    Dorgan, Joanne F.
    JOURNAL OF THE ACADEMY OF NUTRITION AND DIETETICS, 2015, 115 (03) : 353 - 359
  • [3] What Do. Women Know About Breast Density? Results From a Population Survey of Virginia Women
    Guterbock, Thomas M.
    Cohn, Wendy F.
    Rexrode, Deborah L.
    Eggleston, Casey M.
    Dean-McKinney, Melissa
    Novicoff, Wendy M.
    Yaffe, Martin J.
    Knaus, William A.
    Harvey, Jennifer A.
    JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY, 2017, 14 (01) : 34 - 44
  • [4] Assessment of breast density in women from different regions of Brazil
    Engler, Camila
    Paixao, Lucas
    de Souza, Luiza Freire
    Chevalier, Margarita
    Nogueira, Maria do Socorro
    HELIYON, 2021, 7 (06)
  • [5] Effect of Metformin on Breast Density in Overweight/Obese Premenopausal Women
    Leng, Weiling
    Pu, Danlan
    Jiang, Juan
    Lei, Xiaotian
    Wu, Qinan
    Chen, Bing
    DIABETES METABOLIC SYNDROME AND OBESITY-TARGETS AND THERAPY, 2021, 14 : 4423 - 4432
  • [6] Variability of Breast Density Classification Between US and UK Radiologists
    Alomaim, Wijdan
    O'Leary, Desiree
    Ryan, John
    Rainford, Louise
    Evanoff, Michael
    Foley, Shane
    JOURNAL OF MEDICAL IMAGING AND RADIATION SCIENCES, 2019, 50 (01) : 53 - 61
  • [7] Opinions on the Assessment of Breast Density Among Members of the Society of Breast Imaging
    Zhang, Zi
    Conant, Emily F.
    Zuckerman, Samantha
    JOURNAL OF BREAST IMAGING, 2022, 4 (05) : 480 - 487
  • [8] Breast Density Assessment Using Breast Tomosynthesis Images
    Timberg, Pontus
    Fieselmann, Andreas
    Dustler, Magnus
    Petersson, Hannie
    Sartor, Hanna
    Lang, Kristina
    Fornvik, Daniel
    Zackrisson, Sophia
    BREAST IMAGING, IWDM 2016, 2016, 9699 : 197 - 202
  • [9] Opportunistic Breast Density Assessment in Women Receiving Low-dose Chest Computed Tomography Screening
    Chen, Jeon-Hor
    Chan, Siwa
    Lu, Nan-Han
    Li, Yifan
    Tsai, Yu Chieh
    Huang, Po Yun
    Chang, Chia-Ju
    Su, Min-Ying
    ACADEMIC RADIOLOGY, 2016, 23 (09) : 1154 - 1161
  • [10] Should Women Be Informed of Breast Density?
    Fajardo, Laurie L.
    JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY, 2013, 10 (01) : 9 - 10