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• W3012238485 abstract "Since uncontrolled growth of malignant masses introduces uneven shape irregularities and spiculations in the boundary, shape representing shift invariant features are essential to resolve the problem of discrimination. However, ambiguous nature of shape, size, margin, orientation of masses produces imprecise feature values. In this view, a new concept of extrema based feature characterization scheme is proposed for capturing radiating nature of mass morphology. Computation of extrema patterns needs only few algorithmic steps. Beside this, present study employs an automated enhancement procedure to improve the classification accuracy. Experimental results show that extrema characterization reduces the feature redundancy to produce high efficiency in reasonably low time." @default.
• W3012238485 created "2020-03-23" @default.
• W3012238485 creator A5038372202 @default.
• W3012238485 creator A5090721835 @default.
• W3012238485 date "2020-08-01" @default.
• W3012238485 modified "2023-10-16" @default.
• W3012238485 title "Shift invariant extrema based feature analysis scheme to discriminate the spiculation nature of mammograms" @default.
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• W3012238485 doi "https://doi.org/10.1016/j.isatra.2020.03.018" @default.
• W3012238485 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32216985" @default.
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