Model-based approach to tissue characterization using optical coherence tomography

Cecília Lantos, Rafik Borji, Stéphane Douady, Karolos Grigoriadis, Kirill Larin, Matthew A. Franchek

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Structural property of the tissue can be quantified by its optical scattering properties. Since a tumor is differentiated from healthy tissue based on morphological analysis, model-based approach to cancer diagnosis is developed. The scattering property is measured using Optical Coherence Tomography. The structural subsurface images from the measurements are described quantitatively. A parametric model is developed to classify tissue as healthy or cancerous. A statistical model-based imaging method is created to distinguish healthy vs. cancerous soft tissue using the example of human Normal Fat vs. Well- Differentiated- (WD-), and De-Differentiated Liposarcoma (DDLS).

Original languageEnglish (US)
Title of host publicationBIOIMAGING 2014 - 1st International Conference on Bioimaging, Proceedings; Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014
PublisherSciTePress
Pages19-27
Number of pages9
ISBN (Print)9789897580147
DOIs
StatePublished - 2014
Event1st International Conference on Bioimaging, BIOIMAGING 2014 - Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014 - Angers, Loire Valley, France
Duration: Mar 3 2014Mar 6 2014

Publication series

NameBIOIMAGING 2014 - 1st International Conference on Bioimaging, Proceedings; Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

Other

Other1st International Conference on Bioimaging, BIOIMAGING 2014 - Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014
CountryFrance
CityAngers, Loire Valley
Period3/3/143/6/14

Keywords

  • Cancer
  • Imaging
  • Liposarcoma
  • Medical Diagnostics
  • Model-based
  • Optical Coherence Tomography
  • Tissue Characterization

ASJC Scopus subject areas

  • Control and Systems Engineering

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