1. Mammographic Density Assessed On Paired Raw And Processed Digital Images And On Paired Screen-film And Digital Images Across Three Mammography Systems
- Author
-
Vahit Ozmen, Jennifer Stone, Ruy Lopez-Riduara, John H. Hipwell, Jong Won Lee, Kee Seng Chia, Graham Byrnes, Carla H. van Gils, Anya Burton, Ana Pereira, Shivaani Mariapun, Rasha Kamal, Chisato Nagata, Gertraud Maskarinec, Johanna O. P. Wanders, María Luisa Garmendia, Martin J. Yaffe, Soo-Hwang Teo, Christopher G. Scott, Valerie McCormack, Sarah Vinnicombe, Kimberly A. Bertrand, Mehri Sirous, Hui Miao, Reza Sirous, Isabel dos-Santos-Silva, Megan S. Rice, Rose Ndumia, Sudhir Vinayak, Marina Pollán, Sue Moss, Ava Kwong, Caroline Dickens, Anna M. Chiarelli, John J. Heine, Agnieszka Bukowska, Linda Linton, Jisun Kim, Joachim Schüz, Steve Allen, Martin Lajous, Mustafa Erkin Aribal, Isabelle Romieu, Rulla M. Tamimi, Anath Arzee Flugelman, Celine M. Vachon, Mikael Hartman, Norman F. Boyd, Samera Azeem Qureshi, Dorria Salem, Graham G. Giles, Nur Aishah Taib, Beatriz Pérez Gómez, Huiyan Ma, Eunjung Lee, Giske Ursin, Beata Peplonska, John L. Hopper, NIH - National Cancer Institute (NCI) (Estados Unidos), National Institutes of Health (Estados Unidos), and International Agency for Research on Cancer
- Subjects
Adult ,medicine.medical_specialty ,Breast Neoplasms ,Image processing ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Digital image ,Breast cancer ,0302 clinical medicine ,Journal Article ,Image Processing, Computer-Assisted ,Mammographic density assessment ,Methods ,medicine ,Humans ,Mammography ,Image pair ,Computed radiography ,Breast density, Image processing, Mammographic density assessment, Breast cancer, Methods ,Aged ,Medicine(all) ,Aged, 80 and over ,medicine.diagnostic_test ,business.industry ,MAMMOGRAPHIC DENSITY ,computer.file_format ,Middle Aged ,030220 oncology & carcinogenesis ,Breast density ,Female ,Image file formats ,Radiology ,business ,Nuclear medicine ,computer ,Random intercept ,Research Article - 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, published_or_final_version
- Published
- 2016