Statistical classifiers on multifractal parameters for optical diagnosis of cervical cancer

Sabyasachi Mukhopadhyay; Sawon Pratiher; Rajeev Kumar; Vigneshram Krishnamoorthy; Asima Pradhan; Nirmalya Ghosh; Prasanta K. Panigrahi

doi:10.1117/12.2275433

26 June 2017 Statistical classifiers on multifractal parameters for optical diagnosis of cervical cancer

Sabyasachi Mukhopadhyay, Sawon Pratiher, Rajeev Kumar, Vigneshram Krishnamoorthy , Asima Pradhan, Nirmalya Ghosh, Prasanta K. Panigrahi

Author Affiliations +

Proceedings Volume 10335, Digital Optical Technologies 2017; 1033524 (2017) https://doi.org/10.1117/12.2275433
Event: SPIE Digital Optical Technologies, 2017, Munich, Germany

Abstract

An augmented set of multifractal parameters with physical interpretations have been proposed to quantify the varying distribution and shape of the multifractal spectrum. The statistical classifier with accuracy of 84.17% validates the adequacy of multi-feature MFDFA characterization of elastic scattering spectroscopy for optical diagnosis of cancer.

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Sabyasachi Mukhopadhyay, Sawon Pratiher, Rajeev Kumar, Vigneshram Krishnamoorthy , Asima Pradhan, Nirmalya Ghosh, and Prasanta K. Panigrahi "Statistical classifiers on multifractal parameters for optical diagnosis of cervical cancer", Proc. SPIE 10335, Digital Optical Technologies 2017, 1033524 (26 June 2017); https://doi.org/10.1117/12.2275433

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