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# Asymmetry  **Compactness:** ## Compactness  Compactness of 2d region composed of square pixels\cite{Bribiesca_1997} 
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**Center ## Center  of Mass** Mass  Measure Array of radiuses from center of mass\cite{Cudek2011}  **Comparisons ## Comparisons  of various methods:** methods  Asymmetry Analysis "In ABCD analysis, out of other three parameters, asymmetry analysis predicts better and also it assists the clinicians to diagnose the melanoma before its proliferating stage."\cite{Premaladha_2014}