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Published on: August 30, 2013
Radiologists' perceptions of computer aided detection versus double reading for mammography interpretation
Tracy Onega1, Erin J Aiello Bowles, Diana L Miglioretti
1Dartmouth Medical School, Lebanon, NH 03756, USA. onega@dartmouth.edu
Academic Radiology
|September 14, 2010
Summary
Radiologists use computer-aided detection (CAD) more than double reading, but perceive double reading as more effective for cancer detection. Both methods are viewed favorably, though for different reasons.
Area of Science:
- Radiology
- Medical Imaging
- Breast Cancer Screening
Background:
- Screening mammography interpretation relies on accurate detection of breast cancer.
- Computer-aided detection (CAD) and double reading are two methods to potentially improve mammography interpretation accuracy.
- Understanding radiologists' adoption and views on these methods is crucial for optimizing breast cancer screening.
Purpose of the Study:
- To investigate radiologists' current use of CAD and double reading in screening mammography.
- To assess radiologists' perceptions regarding the effectiveness and impact of CAD versus double reading.
- To identify factors associated with favorable perceptions and use of CAD.
Main Methods:
- A mailed survey was distributed to 257 radiologists within the Breast Cancer Surveillance Consortium.
- Latent class analysis was employed to categorize radiologists' perceptions of CAD and double reading.
- Data on usage patterns, perceived benefits (cancer detection rates, recall rates), and influencing factors were collected.
Main Results:
- 64% of radiologists used CAD for over half their screening mammograms; <5% used double reading extensively.
- More radiologists believed double reading improved cancer detection (74%) compared to CAD (55%).
- Favorable CAD perceptions correlated with perceived efficiency, academic affiliation, and fellowship training; favorable double reading perceptions were strongly linked to academic affiliation.
Conclusions:
- Radiologists generally hold more favorable perceptions of double reading by a human reader than by CAD, despite lower adoption rates.
- Both CAD and double reading are perceived favorably by most radiologists, albeit for distinct reasons.
- Perceptions and usage patterns highlight differing views on the value and implementation of these screening tools.
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