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Multiresolution mammogram analysis in multilevel decomposition
Journal article   Peer reviewed

Multiresolution mammogram analysis in multilevel decomposition

Essam A. Rashed, Ismail A. Ismail and Sherif I. Zaki
Pattern recognition letters, Vol.28(2), pp.286-292
15/01/2007

Abstract

Breast cancer diagnosis Digital mammogram Discrete wavelets transform Features extraction
A multiresolution analysis system for interpreting digital mammograms is proposed and tested. This system is based on using fractional amount of biggest wavelets coefficients in multilevel decomposition. A set of real labeled database is used in evaluating the proposed system. The evaluation results show that the system has a remarkably high efficiency compared by other systems known till present especially in the area of distinguishing between benign and malignant tumors.

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