Local energy-based shape histogram feature extraction technique for breast cancer diagnosis

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Summrina Kanwal Wajid, Amir Hussain

Published: 2015, Last Modified: 13 Nov 2024Expert Syst. Appl. 2015EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Local energy-based shape histogram features for abnormality detection (mammograms).•Experimentation on INbreast and MIAS datasets.•Study impact of selecting subset of the features upon classification performance.•Achieved a higher classification accuracy of 100.00% with the SVM linear.