Please use this identifier to cite or link to this item: https://doi.org/10.1186/s13058-016-0787-0
DC FieldValue
dc.titleMammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography systems
dc.contributor.authorBurton, A
dc.contributor.authorByrnes, G
dc.contributor.authorStone, J
dc.date.accessioned2020-11-17T06:42:03Z
dc.date.available2020-11-17T06:42:03Z
dc.date.issued2016
dc.identifier.citationBurton, A, Byrnes, G, Stone, J (2016). Mammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography systems. Breast Cancer Research 18 (1) : 130. ScholarBank@NUS Repository. https://doi.org/10.1186/s13058-016-0787-0
dc.identifier.issn1465-5411
dc.identifier.urihttps://scholarbank.nus.edu.sg/handle/10635/183584
dc.description.abstractBackground: 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 25.4cm2 respectively, mean ?dense area difference 0.44cm (95% CI: 0.36, 0.52)). This difference in ?dense area was significant for direct digital systems (Hologic 0.50cm (95% CI: 0.39, 0.61), GE 0.56cm (95% CI: 0.42, 0.69)) but not for Fuji CR (0.06cm (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. © 2016 The Author(s).
dc.publisherBioMed Central Ltd.
dc.rightsAttribution 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourceUnpaywall 20201031
dc.subjectadult
dc.subjectArticle
dc.subjectbreast cancer
dc.subjectbreast density
dc.subjectcomputer assisted radiography
dc.subjectcontrolled study
dc.subjectdigital imaging
dc.subjectfemale
dc.subjecthuman
dc.subjectimage display
dc.subjectimage processing
dc.subjectimage quality
dc.subjectintermethod comparison
dc.subjectmammography
dc.subjectmammography system
dc.subjectmeasurement
dc.subjectX ray film
dc.subjectaged
dc.subjectbreast tumor
dc.subjectdiagnostic imaging
dc.subjectimage processing
dc.subjectmammography
dc.subjectmiddle aged
dc.subjectpathology
dc.subjectprocedures
dc.subjectvery elderly
dc.subjectAdult
dc.subjectAged
dc.subjectAged, 80 and over
dc.subjectBreast Density
dc.subjectBreast Neoplasms
dc.subjectFemale
dc.subjectHumans
dc.subjectImage Processing, Computer-Assisted
dc.subjectMammography
dc.subjectMiddle Aged
dc.typeArticle
dc.contributor.departmentSURGERY
dc.contributor.departmentSAW SWEE HOCK SCHOOL OF PUBLIC HEALTH
dc.description.doi10.1186/s13058-016-0787-0
dc.description.sourcetitleBreast Cancer Research
dc.description.volume18
dc.description.issue1
dc.description.page130
dc.published.statePublished
Appears in Collections:Elements
Staff Publications

Show simple item record
Files in This Item:
File Description SizeFormatAccess SettingsVersion 
10_1186_s13058-016-0787-0.pdf777.79 kBAdobe PDF

OPEN

NoneView/Download

Google ScholarTM

Check

Altmetric


This item is licensed under a Creative Commons License Creative Commons