Comparative study of density analysis using automated whole breast ultrasound and MRI

被引:36
作者
Moon, Woo Kyung [4 ]
Shen, Yi-Wei [5 ]
Huang, Chiun-Sheng [6 ]
Luo, Sheng-Chy [7 ]
Kuzucan, Aida [1 ,2 ]
Chen, Jeon-Hor [1 ,2 ,3 ]
Chang, Ruey-Feng [7 ,8 ]
机构
[1] Univ Calif Irvine, Dept Radiol Sci, Irvine, CA 92697 USA
[2] Univ Calif Irvine, Ctr Funct Oncoimaging, Irvine, CA 92697 USA
[3] China Med Univ Hosp, Dept Radiol, Taichung 40402, Taiwan
[4] Seoul Natl Univ Hosp, Dept Radiol, Seoul 110744, South Korea
[5] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 10617, Taiwan
[6] Natl Taiwan Univ Hosp, Dept Surg, Taipei 100, Taiwan
[7] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 10617, Taiwan
[8] Natl Taiwan Univ, Grad Inst Biomed Elect & Bioinformat, Taipei 10617, Taiwan
关键词
automated breast ultrasound; MRI; breast density; fuzzy C-mean; MAMMOGRAPHIC PERCENT DENSITY; CANCER RISK; TISSUE; IMAGES; WOMEN; HERITABILITY; INDEX;
D O I
10.1118/1.3523617
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: The purpose of this study is to compare the measurements of breast density using three-dimensional (3-D) automated whole breast ultrasound (ABUS) and magnetic resonance imaging (MRI). Methods: In this study, 3-D ABUS and MRI breast images were obtained from 40 patients-bilaterally in 27 patients and unilaterally (due to operation in the contralateral breast) in 13 patients. To differentiate the fibroglandular and fatty tissues in ABUS and MRI images, the fuzzy C-mean classifier was used. Calculated values for percent density and breast volume from the two modalities were compared to and correlated with linear regression analysis. Intraoperator and interoperator variations among eight cases were evaluated to verify the consistency of the density analysis. Results: Mean percent density and breast volume derived from ABUS (17.63 +/- 11.87% and 418.30 +/- 132.97 cm(3), respectively) and MRI images (23.79 +/- 16.62% and 544.90 +/- 207.41 cm(3)) demonstrated good correlation (R= 0.917 and R= 0.884). Intraoperator and interoperator analyses yielded slightly larger coefficients of variation for percent density and breast volume in ABUS compared to MRI. However, the differences were not statistically significant. Conclusions: ABUS and MRI showed high correlation for breast density and breast volume quantification. Both modalities could provide useful breast density information to physicians. c 2011 American Association of Physicists in Medicine. [DOI: 10.1118/1.3523617]
引用
收藏
页码:382 / 389
页数:8
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