Separation of preterm infection model from normal pregnancy in mice using texture analysis of Second Harmonic Generation images

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 5314-5317

  Yousefi, S ^a   Kehtarnavaz, N ^a   Akins, M ^c   Luby Phelps, K ^b   Mahendroo, M ^c  

^a The University of Texas at Dallas   (United States)

^b UNIVERSITY OF TEXAS SOUTHWESTERN MEDICAL CENTER   (United States)

^c UNIVERSITY OF TEXAS SOUTHWESTERN MEDICAL CENTER   (United States)

Author keywords

Bioimaging application; Medical image texture feature analysis; Preterm labor modeling; Second harmonic generation imaging

Indexed keywords

BIOIMAGING APPLICATION; CO-OCCURRENCE; CO-OCCURRENCE-MATRIX; GRANULOMETRIES; IMAGE PROCESSING SYSTEM; IMAGE TEXTURE; INFECTION MODELS; LIPOPOLYSACCHARIDES; MEDICAL IMAGES; PRETERM LABOR; PRETERM LABOR MODELING; SECOND HARMONIC GENERATION; TEXTURE ANALYSIS;

HARMONIC ANALYSIS; IMAGE PROCESSING; MEDICAL IMAGING; NONLINEAR OPTICS; OBSTETRICS; TEXTURES;

HARMONIC GENERATION;

LIPOPOLYSACCHARIDE;

ANIMAL; ARTICLE; BACTERIAL INFECTION; DISEASE MODEL; DRUG EFFECT; FEMALE; HUMAN; IMAGE PROCESSING; METHODOLOGY; MOUSE; PATHOLOGY; PREGNANCY; PREMATURITY; UTERINE CERVIX; WAVELET ANALYSIS;

ANIMALS; BACTERIAL INFECTIONS; CERVIX UTERI; DISEASE MODELS, ANIMAL; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LIPOPOLYSACCHARIDES; MICE; PREGNANCY; PREMATURE BIRTH; WAVELET ANALYSIS;

EID: 78650836327     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626349     Document Type: Conference Paper

References (14)

1. Committee on Understanding Premature Birth and Assuring Healthy Outcomes, Preterm Birth: Causes, Consequences, and Prevention. Board on Health Sciences Policy, National Academies Press, 2006.
2. Y. Lin, M. Xie, Y. Chen, J. Di, Y. Zeng, "Preterm delivery induced by LPS in syngeneically impregnated BALB/c and NOD/SCID mice," Journal of Reproductive Immunology, vol. 71(2), pp. 87-101, October 2006.
3. P. Leppert, "Anatomy and Physiology of Cervical Ripening," Clinical Obstetrics and Gynecology, vol. 38, no.2, pp. 267-279, 1995.
4. P. Campagnola, H. Clark, W. Mohler, A. Lewis and L. Leow, "Second harmonic imaging microscopy for visualizing biomolecular arrays in cells, tissues and organisms," Nature Biotech., vol. 21, pp. 1356-1360, 2003.
5. C. Raub, J. Unruh, V. Suresh, T. Krasieva, T. Lindmo, E. Gratton, B. Tromberg and S. George, "Image correlation spectroscopy of multiphoton images correlates with collagen mechanical properties," Biophys. J., vol. 94, pp. 2361-2373, March 2008.
6. R. Haralick and L. Shapiro, Computer and Robot Vision, Addison-Wesley, 1992.
7. S. Baeg, A. Popov, V. Kamat, S. Batman, K. Sivakumar, N. Kehtarnavaz, E. Dougherty, and R. Shah, "Segmentation of mammograms into distinct morphological texture regions," Proceedings of Eleventh IEEE Symposium on Computer Based Medical Systems, pp. 20-25, Lubbock, Texas, 1998.
8. T. Wang, and N. Karayiannis, "Detection of microcalcifications in digital mammograms using wavelets," IEEE Transactions on Medical Imaging, vol. 17, no. 4, pp. 498-509, 1998.
9. G. de Wouwer, P. Scheunders, and D. Van Dyck, "Statistical texture characterization from discrete wavelet representations," IEEE Transactions on Image Processing, vol. 8, no.4, pp. 592-598, 1999.
10. Y. Zhang, X.-J. He, and J.-H. Han, "Texture feature-based image classification using wavelet package transform," Lecture Notes in Computer Science, vol. 3644, pp. 165-173, Sep 2005.
11. S. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Trans. on PAMI, vol. 11, no. 7, pp. 674-693, 1989.
12. R. Duda, P. Hart, D. Stork, Pattern Classification, Wiley-Interscience, 2000.
13. A. Sobhi-Afshar, N. Kehtarnavaz, M. Akins, K. Luby-Phelps, and M. Mahendroo, "Distinguishing second harmonic generation images of mouse preterm labor via wavelet-based texture analysis," Proceedings of IEEE ICASSP Conference, Dallas, March 2010.
14. S. Yousefi, N. Kehtarnavaz, M. Akins, K. Luby-Phelps, and M. Mahendroo, "Distinguishing different stages of mouse pregnancy using second harmonic generation images," Proceedings of IEEE SSST Conference, Tyler, March 2010.