Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis
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CheAzemin, MZ; Kumar, DK; Wong, TY; Wang, JJ; Kawasaki, R; Mitchell, P
Published in: 2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings
October 18, 2010
Medical images enhanced at different scales have shown to give good results in mammogram enhancement, tumor classification, and lung nodule detection. However, the studies of multiscale analysis on retinal vasculature have been primarily limited to vessel segmentation. We propose using the Fourier Fractal dimension (FFD) to extract the complexity of the retinal vasculature enhanced at different wavelet scales and a model was formulated for stroke prediction. Sensitivity and specificity were found to be 72.52% and 69.67% respectively. © 2010 IEEE.
Duke Scholars
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2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings
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October 18, 2010
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125 / 128
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CheAzemin, M. Z., Kumar, D. K., Wong, T. Y., Wang, J. J., Kawasaki, R., & Mitchell, P. (2010). Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis. In 2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings (pp. 125–128). https://doi.org/10.1109/IST.2010.5548470
CheAzemin, M. Z., D. K. Kumar, T. Y. Wong, J. J. Wang, R. Kawasaki, and P. Mitchell. “Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis.” In 2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings, 125–28, 2010. https://doi.org/10.1109/IST.2010.5548470.
CheAzemin MZ, Kumar DK, Wong TY, Wang JJ, Kawasaki R, Mitchell P. Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis. In: 2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings. 2010. p. 125–8.
CheAzemin, M. Z., et al. “Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis.” 2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings, 2010, pp. 125–28. Scopus, doi:10.1109/IST.2010.5548470.
CheAzemin MZ, Kumar DK, Wong TY, Wang JJ, Kawasaki R, Mitchell P. Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis. 2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings. 2010. p. 125–128.
Published In
2010 IEEE International Conference on Imaging Systems and Techniques Ist 2010 Proceedings
DOI
Publication Date
October 18, 2010
Start / End Page
125 / 128