20 March 2017 Optical diagnosis of cervical cancer by intrinsic mode functions
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In this paper, we make use of the empirical mode decomposition (EMD) to discriminate the cervical cancer tissues from normal ones based on elastic scattering spectroscopy. The phase space has been reconstructed through decomposing the optical signal into a finite set of bandlimited signals known as intrinsic mode functions (IMFs). It has been shown that the area measure of the analytic IMFs provides a good discrimination performance. Simulation results validate the efficacy of the IMFs followed by SVM based classification.
© (2017) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Sabyasachi Mukhopadhyay, Sabyasachi Mukhopadhyay, Sawon Pratiher, Sawon Pratiher, Souvik Pratiher, Souvik Pratiher, Asima Pradhan, Asima Pradhan, Nirmalya Ghosh, Nirmalya Ghosh, Prasanta K. Panigrahi, Prasanta K. Panigrahi, "Optical diagnosis of cervical cancer by intrinsic mode functions", Proc. SPIE 10063, Dynamics and Fluctuations in Biomedical Photonics XIV, 100630V (20 March 2017); doi: 10.1117/12.2251225; https://doi.org/10.1117/12.2251225

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