Computer aided screening mammography

Research output: Contribution to journalConference article

3 Citations (Scopus)

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.

Original languageEnglish
Pages (from-to)177-190
Number of pages14
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume3747
Publication statusPublished - 1999
EventProceedings of the 1998 Research Workshop on New Approaches in Automated Medical Image Analysis - Ballarat, Aust
Duration: 31 Jul 19981 Aug 1998

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