8 July 1999 Computer-aided screening mammography
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Abstract
In the past ten years, there has been a push to improve early detection of breast cancer by providing radiologists with computer assistance in assessing screening mammograms. A large variety of modern image analysis techniques have been proposed for automatically detecting and classifying anomalies in mammograms. Although much of the work has not been focused on the critical issues and there have been problems in comparing the performance of the various proposed techniques, substantial progress has been made. The field is now at the critical point of emerging from a state where the goal was to prove feasibility to a stage where the full potential of computer assistance can be realized. The three ingredients driving this transition are (1) recent studies which firmly establish a positive effect of computer assistance on assessing mammograms, (2) winning US FDA approval of the first commercial product for providing such assistance, and (3) the advent of direct digital image acquisition for screening mammography.
© (1999) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Murk J. Bottema, John P. Slavotinek, "Computer-aided screening mammography", Proc. SPIE 3747, New Approaches in Medical Image Analysis, (8 July 1999); doi: 10.1117/12.351622; https://doi.org/10.1117/12.351622
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KEYWORDS
Mammography

Computer aided diagnosis and therapy

Cancer

Digital mammography

Digital imaging

Image filtering

Breast

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