Mammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography systems. Issue 1 (December 2016)

• Record Type: Journal Article
• Authors: Burton, Anya; Byrnes, Graham; Stone, Jennifer; Tamimi, Rulla; Heine, John; Vachon, Celine; Ozmen, Vahit; Pereira, Ana; Garmendia, Maria; Scott, Christopher; Hipwell, John; Dickens, Caroline; Schüz, Joachim; Aribal, Mustafa; Bertrand, Kimberly; Kwong, Ava; Giles, Graham; Hopper, John; Pérez Gómez, Beatriz; Pollán, Marina; Teo, Soo-Hwang; Mariapun, Shivaani; Taib, Nur; Lajous, Martín; Lopez-Riduara, Ruy; Rice, Megan; Romieu, Isabelle; Flugelman, Anath; Ursin, Giske; Qureshi, Samera; Ma, Huiyan; Lee, Eunjung; Sirous, Reza; Sirous, Mehri; Lee, Jong; Kim, Jisun; Salem, Dorria; Kamal, Rasha; Hartman, Mikael; Miao, Hui; Chia, Kee-Seng; Nagata, Chisato; Vinayak, Sudhir; Ndumia, Rose; van Gils, Carla; Wanders, Johanna; Peplonska, Beata; Bukowska, Agnieszka; Allen, Steve; Vinnicombe, Sarah; Moss, Sue; Chiarelli, Anna; Linton, Linda; Maskarinec, Gertraud; Yaffe, Martin; Boyd, Norman; dos-Santos-Silva, Isabel; McCormack, Valerie;
• Is Part Of: Breast cancer research. Volume 18:Issue 1(2016)
• Page Start: 1
• Page End: 12
• Publication Date: 2016-12
• Subjects: Breast density -- Image processing -- Mammographic density assessment -- Breast cancer -- Methods; Breast -- Cancer -- Periodicals; 616.99449
• DOI: 10.1186/s13058-016-0787-0
• Languages: English
• ISSNs: 1465-542X

Abstract

Abstract Background Inter-women and intra-women comparisons of mammographic density (MD) are needed in research, clinical and screening applications; however, MD measurements are influenced by mammography modality (screen film/digital) and digital image format (raw/processed). We aimed to examine differences in MD assessed on these image types. Methods We obtained 1294 pairs of images saved in both raw and processed formats from Hologic and General Electric (GE) direct digital systems and a Fuji computed radiography (CR) system, and 128 screen-film and processed CR-digital pairs from consecutive screening rounds. Four readers performed Cumulus-based MD measurements (n = 3441), with each image pair read by the same reader. Multi-level models of square-root percent MD were fitted, with a random intercept for woman, to estimate processed–raw MD differences. Results Breast area did not differ in processed images compared with that in raw images, but the percent MD was higher, due to a larger dense area (median 28.5 and 25.4 cm2 respectively, mean √dense area difference 0.44 cm (95% CI: 0.36, 0.52)). This difference in √dense area was significant for direct digital systems (Hologic 0.50 cm (95% CI: 0.39, 0.61), GE 0.56 cm (95% CI: 0.42, 0.69)) but not for Fuji CR (0.06 cm (95% CI: −0.10, 0.23)). Additionally, within each system, reader-specific differences varied in magnitude and direction (p < 0.001). Conversion equations revealed differences converged to zero with increasing dense area. MD differences between screen-film and processed digital on the subsequent screening round were consistent with expected time-related MD declines. Conclusions MD was slightly higher when measured on processed than on raw direct digital mammograms. Comparisons of MD on these image formats should ideally control for this non-constant and reader-specific difference.