Full Content is available to subscribers

Subscribe/Learn More  >
Proceedings Article

Recurrence quantification as potential bio-markers for diagnosis of pre-cancer

[+] Author Affiliations
Sabyasachi Mukhopadhyay, Ritwik Barman, Nirmalya Ghosh, Prasanta K. Panigrahi

Indian Institute of Science Education and Research Kolkata (India)

Sawon Pratiher, Asima Pradhan

Indian Institute of Technology Kanpur (India)

Souvik Pratiher

KIIT Univ. (India)

Proc. SPIE 10063, Dynamics and Fluctuations in Biomedical Photonics XIV, 1006310 (March 3, 2017); doi:10.1117/12.2251235
Text Size: A A A
From Conference Volume 10063

  • Dynamics and Fluctuations in Biomedical Photonics XIV
  • Valery V. Tuchin; Kirill V. Larin; Martin J. Leahy; Ruikang K. Wang
  • San Francisco, California, United States | January 28, 2017

abstract

In this paper, the spectroscopy signals have been analyzed in recurrence plots (RP), and extract recurrence quantification analysis (RQA) parameters from the RP in order to classify the tissues into normal and different precancerous grades. Three RQA parameters have been quantified in order to extract the important features in the spectroscopy data. These features have been fed to different classifiers for classification. Simulation results validate the efficacy of the recurrence quantification as potential bio-markers for diagnosis of pre-cancer. © (2017) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation

Sabyasachi Mukhopadhyay ; Sawon Pratiher ; Ritwik Barman ; Souvik Pratiher ; Asima Pradhan, et al.
" Recurrence quantification as potential bio-markers for diagnosis of pre-cancer ", Proc. SPIE 10063, Dynamics and Fluctuations in Biomedical Photonics XIV, 1006310 (March 3, 2017); doi:10.1117/12.2251235; http://dx.doi.org/10.1117/12.2251235


Access This Proceeding
Sign in or Create a personal account to Buy this proceeding ($15 for members, $18 for non-members).

Figures

Tables

NOTE:
Citing articles are presented as examples only. In non-demo SCM6 implementation, integration with CrossRef’s "Cited By" API will populate this tab (http://www.crossref.org/citedby.html).

Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging & repositioning the boxes below.

Related Book Chapters

Topic Collections

Advertisement
  • Don't have an account?
  • Subscribe to the SPIE Digital Library
  • Create a FREE account to sign up for Digital Library content alerts and gain access to institutional subscriptions remotely.
Access This Proceeding
Sign in or Create a personal account to Buy this proceeding ($15 for members, $18 for non-members).
Access This Proceeding
Sign in or Create a personal account to Buy this article ($15 for members, $18 for non-members).
Access This Chapter

Access to SPIE eBooks is limited to subscribing institutions and is not available as part of a personal subscription. Print or electronic versions of individual SPIE books may be purchased via SPIE.org.