Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction

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

Volumn , Issue , 2010, Pages 4308-4311

  Che Azemin, M Z ^a   Kumar, Dinesh K ^a   Wong, T Y ^a   Wang, J J ^a   Kawasaki, R ^a   Mitchell, P ^a   Arjunan, Sridhar P ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

FOURIER; FRACTAL ANALYSIS; FUSION METHODS; LOGISTIC REGRESSIONS; MULTI-SCALE WAVELET; NOVEL METHODS; ODDS RATIOS; OPERATING CHARACTERISTICS; PREDICTION MODEL; RECOGNITION PERFORMANCE; RETINAL VASCULATURE;

FRACTAL DIMENSION; MATHEMATICAL MODELS; OPHTHALMOLOGY; PATTERN RECOGNITION;

FORECASTING;

AGED; ARTICLE; CEREBROVASCULAR ACCIDENT; FRACTAL ANALYSIS; HISTOLOGY; HUMAN; MIDDLE AGED; PATHOLOGY; RECEIVER OPERATING CHARACTERISTIC; RETINA; STATISTICAL MODEL; VALIDATION STUDY; VERY ELDERLY;

AGED; AGED, 80 AND OVER; FRACTALS; HUMANS; LOGISTIC MODELS; MIDDLE AGED; RETINA; ROC CURVE; STROKE;

EID: 78650852004     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626209     Document Type: Conference Paper

References (13)

1. M. L. Baker, P. J. Hand, J. J. Wang, and T. Y. Wong, "Retinal signs and stroke: revisiting the link between the eye and brain," Stroke, vol. 39, p. 1371, 2008.
2. H. Li, W. Hsu, M. L. Lee, and T. Y. Wong, "Automatic grading of retinal vessel caliber," IEEE Transactions on Biomedical Engineering, vol. 52, pp. 1352-1355, 2005.
3. N. Patton, T. Aslam, T. MacGillivray, A. Pattie, I. J. Deary, and B. Dhillon, "Retinal vascular image analysis as a potential screening tool for cerebrovascular disease: a rationale based on homology between cerebral and retinal microvasculatures," Journal of Anatomy, vol. 206, p. 319, 2005.
4. A. L. Goldberger, "Non-linear dynamics for clinicians: chaos theory, fractals, and complexity at the bedside," Lancet, vol. 347, pp. 1312- 1314, 1996.
5. G. Liew, J. J. Wang, N. Cheung, Y. P. Zhang, W. Hsu, M. L. Lee, P. Mitchell, G. Tikellis, B. Taylor, and T. Y. Wong, "The retinal vasculature as a fractal: methodology, reliabil ity, and relationship to blood pressure," Ophthalmology, vol. 115, pp. 1951-1956, 2008.
6. F. Family, B. R. Masters, and D. E. Platt, "Fractal pattern formation in human retinal vessels," Physica D: Nonlinear Phenomena, vol. 38, pp. 98-103, 1989.
7. B. R. Masters, "Fractal analysis of the vascular tree in the human retina," 2004.
8. J. C. Russ, Fractal surfaces: Plenum Pub Corp, 1994.
9. J. A. Loaiza, "Experimental demonstration of the fractal nature of unstable-resonator modes." Ph.D. Leiden: Leiden University, 2005.
10. E. Gaudio, S. Chaberek, A. Montella, L. Pannarale, S. Morini, G. Novelli, F. Borghese, D. Conte, and K. Ostrowski, "Fractal and Fourier analysis of the hepatic sinusoidal network in normal and cirrhotic rat liver," Journal of Anatomy, vol. 207, p. 107, 2005.
11. J. V. B. Soares, J. J. G. Leandro, R. M. Cesar Jr, H. F. Jelinek, and M. J. Cree, "Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification," IEEE Transactions on Medical Imaging, vol. 25, pp. 1214-1222, 2006.
12. J. J. Wang, P. Mitchell, H. Leung, E. Rochtchina, T. Y. Wong, and R. Klein, "Hypertensive retinal vessel wall signs in a general older population: the Blue Mountains Eye Study," Hypertension, vol. 42, p. 534, 2003.
13. P. Mitchell, W. Smith, K. Attebo, and J. J. Wang, "Prevalence of agerelated maculopathy in Australia. The Blue Mountains Eye Study," Ophthalmology, vol. 102, p. 1450, 1995.