Structural analysis to distinguish pregnancy stages using second harmonic generation imaging

Boram Kim, Siamak Yousefi, Nasser Kehtarnavaz

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

Abstract

This paper presents a structural analysis to distinguish pregnancy stages of mice using Second Harmonic Generation (SHG) imaging. Collagen fibers, the main structural component of cervical tissue, undergo stiffness changes during pregnancy. In this work, a structural analysis of collagen fibers is carried out using SHG images of mouse cervical tissue. When this structural analysis is combined with the previously used image features, it is shown that classification rates higher than the previously reported rates are obtained.

Original languageEnglish (US)
Title of host publicationProceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011
Pages268-273
Number of pages6
DOIs
StatePublished - Dec 1 2011
Externally publishedYes
Event13th International Conference on Signal and Image Processing, SIP 2011 - Dallas, TX, United States
Duration: Dec 14 2011Dec 16 2011

Other

Other13th International Conference on Signal and Image Processing, SIP 2011
CountryUnited States
CityDallas, TX
Period12/14/1112/16/11

Fingerprint

Harmonic generation
Structural analysis
Imaging techniques
Collagen
Tissue
Fibers
Stiffness

All Science Journal Classification (ASJC) codes

  • Signal Processing

Cite this

Kim, B., Yousefi, S., & Kehtarnavaz, N. (2011). Structural analysis to distinguish pregnancy stages using second harmonic generation imaging. In Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011 (pp. 268-273) https://doi.org/10.2316/P.2011.759-044

Structural analysis to distinguish pregnancy stages using second harmonic generation imaging. / Kim, Boram; Yousefi, Siamak; Kehtarnavaz, Nasser.

Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011. 2011. p. 268-273.

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

Kim, B, Yousefi, S & Kehtarnavaz, N 2011, Structural analysis to distinguish pregnancy stages using second harmonic generation imaging. in Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011. pp. 268-273, 13th International Conference on Signal and Image Processing, SIP 2011, Dallas, TX, United States, 12/14/11. https://doi.org/10.2316/P.2011.759-044
Kim B, Yousefi S, Kehtarnavaz N. Structural analysis to distinguish pregnancy stages using second harmonic generation imaging. In Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011. 2011. p. 268-273 https://doi.org/10.2316/P.2011.759-044
Kim, Boram ; Yousefi, Siamak ; Kehtarnavaz, Nasser. / Structural analysis to distinguish pregnancy stages using second harmonic generation imaging. Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011. 2011. pp. 268-273
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