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Proceedings Paper

Efficacy of hidden markov model over support vector machine on multiclass classification of healthy and cancerous cervical tissues
Author(s): Sabyasachi Mukhopadhyay; Indrajit Kurmi; Sawon Pratiher; Sukanya Mukherjee; Ritwik Barman; Nirmalya Ghosh; Prasanta K. Panigrahi
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Paper Abstract

In this paper, a comparative study between SVM and HMM has been carried out for multiclass classification of cervical healthy and cancerous tissues. In our study, the HMM methodology is more promising to produce higher accuracy in classification.

Paper Details

Date Published: 20 February 2018
PDF: 4 pages
Proc. SPIE 10501, Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics, 105011M (20 February 2018); doi: 10.1117/12.2291485
Show Author Affiliations
Sabyasachi Mukhopadhyay, Indian Institute of Science Education and Research Kolkata (India)
Indrajit Kurmi, Indian Institute of Technology Kanpur (India)
Sawon Pratiher, Indian Institute of Technology Kanpur (India)
Sukanya Mukherjee, Univ. of Engineering & Management (India)
Ritwik Barman, Indian Institute of Science Education and Research Kolkata (India)
Nirmalya Ghosh, Indian Institute of Science Education and Research Kolkata (India)
Prasanta K. Panigrahi, Indian Institute of Science Education and Research Kolkata (India)


Published in SPIE Proceedings Vol. 10501:
Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics
Gerard L. Coté, Editor(s)

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