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Updated: Jun 10, 2026

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
Published on: August 30, 2013
Interpretation time of computer-aided detection at screening mammography.
Philip M Tchou1, Tamara Miner Haygood, E Neely Atkinson
1Department of Imaging Physics, University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA. pmtchou@gmail.com
Computer-aided detection (CAD) in mammography increases interpretation time by 19%, requiring a significant time investment. While CAD aids in identifying findings, its impact on radiologist confidence is less clear.
Area of Science:
- Radiology
- Medical Imaging
- Diagnostic Technology
Background:
- Digital mammography is a key tool for breast cancer screening.
- Computer-aided detection (CAD) systems aim to improve mammogram interpretation accuracy.
- The time and confidence impacts of CAD on radiologists are important considerations.
Purpose of the Study:
- To prospectively evaluate the interpretation time associated with CAD in digital screening mammography.
- To analyze how CAD influences radiologists' decisions and confidence levels.
- To quantify the time investment required for CAD review.
Main Methods:
- Prospective study of five radiologists interpreting 267 digital screening mammograms.
- Interpretation times, recall decisions, and confidence levels recorded with and without CAD.
- Linear regression analysis used to model interpretation times.
Main Results:
- Mean interpretation time without CAD was 118 seconds; reviewing CAD images added 23 seconds.
- CAD identified additional findings in 5 cases and altered confidence in 59 cases (38 increased, 21 decreased).
- Interpretation time increased with mammographic views and the number of CAD marks (calcifications and masses).
Conclusions:
- CAD integration into digital mammography interpretation requires a 19% increase in mean interpretation time.
- The time investment for CAD is considerable.
- The measurable benefits of CAD regarding radiologist confidence may be limited.
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