Share Email Print
cover

Proceedings Paper

Optical diagnosis of colon and cervical cancer by support vector machine
Author(s): Sabyasachi Mukhopadhyay; Indrajit Kurmi; Rajib Dey; Nandan K. Das; Sanjay Pradhan; Asima Pradhan; Nirmalya Ghosh; Prasanta K. Panigrahi; Samarendra Mohanty
Format Member Price Non-Member Price
PDF $17.00 $21.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

A probabilistic robust diagnostic algorithm is very much essential for successful cancer diagnosis by optical spectroscopy. We report here support vector machine (SVM) classification to better discriminate the colon and cervical cancer tissues from normal tissues based on elastic scattering spectroscopy. The efficacy of SVM based classification with different kernel has been tested on multifractal parameters like Hurst exponent, singularity spectrum width in order to classify the cancer tissues.

Paper Details

Date Published: 19 May 2016
PDF: 5 pages
Proc. SPIE 9887, Biophotonics: Photonic Solutions for Better Health Care V, 98870U (19 May 2016); doi: 10.1117/12.2227316
Show Author Affiliations
Sabyasachi Mukhopadhyay, Nanoscope Technologies (United States)
Indrajit Kurmi, Indian Institute of Technology Kanpur (India)
Rajib Dey, Indian Institute of Science Education and Research Kolkata (India)
Nandan K. Das, Indian Institute of Science Education and Research Kolkata (India)
Sanjay Pradhan, Nanoscope Technologies (United States)
Asima Pradhan, Indian Institute of Technology Kanpur (India)
Nirmalya Ghosh, Indian Institute of Science Education and Research Kolkata (India)
Prasanta K. Panigrahi, Indian Institute of Science Education and Research Kolkata (India)
Samarendra Mohanty, Nanoscope Technologies (United States)


Published in SPIE Proceedings Vol. 9887:
Biophotonics: Photonic Solutions for Better Health Care V
Jürgen Popp; Valery V. Tuchin; Dennis L. Matthews; Francesco Saverio Pavone, Editor(s)

© SPIE. Terms of Use
Back to Top