Radiologists' perceptions of computer aided detection versus double reading for mammography interpretation

Tracy Onega, Erin J. Aiello Bowles, Diana L. Miglioretti, Patricia A. Carney, Berta M. Geller, Bonnie C. Yankaskas, Karla Kerlikowske, Edward A. Sickles, Joann G. Elmore

Research output: Contribution to journalArticlepeer-review

21 Scopus citations


Rationale and Objectives: The aim of this study was to examine radiologists' use and perceptions of computer-aided detection (CAD) and double reading for screening mammography interpretation. Materials and Methods: A mailed survey of 257 community radiologists participating in the national Breast Cancer Surveillance Consortium was used to assess perceptions and practices related to CAD and double reading. Latent class analysis was used to classify radiologists' overall perceptions of CAD and double reading on the basis of their agreement or disagreement with specific statements about CAD and double reading. Results: Most radiologists (64%) reported using CAD for more than half the screening mammograms they interpreted, but only <5% reported double reading that much. More radiologists perceived that double reading improved cancer detection rates compared to CAD (74% vs 55% reported), whereas fewer radiologists thought that double reading decreased recall rates compared to CAD (50% vs 65% reported). Radiologists with the most favorable perceptions of CAD were more likely to think that CAD improved cancer detection rates without taking too much time compared to radiologists with the most unfavorable overall perceptions. In latent class analysis, an overall favorable perception of CAD was significantly associated with the use of CAD (81%), a higher percentage of workload in screening mammography (80%), academic affiliation (71%), and fellowship training (58%). Perceptions of double reading that were most favorable were associated with academic affiliation (98%). Conclusions: Radiologists' perceptions were more favorable toward double reading by a second clinician than by a computer, although fewer used double reading in their own practice. The majority of radiologists perceived both CAD and double reading at least somewhat favorably, although for largely different reasons.

Original languageEnglish (US)
Pages (from-to)1217-1226
Number of pages10
JournalAcademic radiology
Issue number10
StatePublished - Oct 2010


  • Breast imaging
  • CAD
  • Computer-aided detection
  • Double reading
  • Mammography

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging


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