A mammography image set for research purposes using BI-RADS density classification

Mercer, CE; Hogg, P; Kelly, J; Borgan, R; Millington, S; Hilton, B; Enion, D; Wheelan, P

Abstract

Purpose Breast density categorization consistency is important when performing research, and minimization of interoperator
and intraoperator variability is essential. This research aimed to validate a set of mammography images for visual breast
density estimation to achieve consistency in future research projects and to determine observer performance.
Methods Using the Breast Imaging Reporting and Data System (BI-RADS) as the visual grading scale, 50 mammography
images were scored for density grade by 8 observers.
Results Six of 8 observers achieved near-complete intraobserver agreement (kappa  0.81). Strong agreement among
observers (kappa  0.61-0.8) was found in 10 of 28 paired observation episodes on the first iteration and 12 of 28
on the second. No observers demonstrated a delta variance above 1. Fleiss’ kappa was used to evaluate concordance
among all observers on the first and second iterations (first iteration, 0.64; second iteration, 0.56).
Discussion This research illustrates the difficulties of comparing observer visual performance scores because differences can exist when studies are repeated by and among individuals. Conclusion We confirmed that the 50 images were suitable for research purposes. Some variability existed among observers; however, overall density classification agreement was strong. Future research should include repeating this study with digitally acquired images.

Citation

Mercer, C., Hogg, P., Kelly, J., Borgan, R., Millington, S., Hilton, B., …Wheelan, P. (2014). A mammography image set for research purposes using BI-RADS density classification. Radiologic technology, 85(6), 609-613

• Journal Article Type: Article
• Publication Date: Jul 1, 2014
• Deposit Date: Nov 27, 2014
• Journal: Radiologic Technology
• Print ISSN: 0033-8397
• Electronic ISSN: 1943-5657
• Peer Reviewed: Peer Reviewed
• Volume: 85
• Issue: 6
• Pages: 609-613
• Publisher URL: http://www.radiologictechnology.org/content/85/6/609.abstract
• Related Public URLs: http://www.radiologictechnology.org/