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Interpretation time for screening mammography as a function of the number of computer-aided detection marks

Authors :
Radhika Sridharan
Gary J. Whitman
Tamara Miner Haygood
Olga Lukyanchenko
Stephen L. Hillis
Wei Wei
William R. Geiser
Tayler M. Schwartz
Source :
Journal of Medical Imaging
Publication Year :
2020
Publisher :
Society of Photo-Optical Instrumentation Engineers, 2020.

Abstract

Purpose: Computer-aided detection (CAD) alerts radiologists to findings potentially associated with breast cancer but is notorious for creating false-positive marks. Although a previous paper found that radiologists took more time to interpret mammograms with more CAD marks, our impression was that this was not true in actual interpretation. We hypothesized that radiologists would selectively disregard these marks when present in larger numbers. Approach: We performed a retrospective review of bilateral digital screening mammograms. We use a mixed linear regression model to assess the relationship between number of CAD marks and ln (interpretation time) after adjustment for covariates. Both readers and mammograms were treated as random sampling units. Results: Ten radiologists, with median experience after residency of 12.5 years (range 6 to 24) interpreted 1832 mammograms. After accounting for number of images, Breast Imaging Reporting and Data System category, and breast density, the number of CAD marks was positively associated with longer interpretation time, with each additional CAD mark proportionally increasing median interpretation time by 4.35% for a typical reader. Conclusions: We found no support for our hypothesis that radiologists will selectively disregard CAD marks when they are present in larger numbers.

Details

Language :
English
ISSN :
23294310 and 23294302
Volume :
7
Issue :
2
Database :
OpenAIRE
Journal :
Journal of Medical Imaging
Accession number :
edsair.doi.dedup.....14154508b166780774270d851fade938