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

• Main Authors: Che Azemin, Mohd Zulfaezal, Kumar, Dinesh Kant, Wong, Tien Yin, Wang, Jie Jin, Kawasaki, Ryo, Mitchell, Paul, Arjunan, Sridhar P.
• Format: Conference or Workshop Item
• Language: English
• Published: 2010
• Subjects: QA75 Electronic computers. Computer science; RZ Other systems of medicine; TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/24915/1/EMBC_2010.pdf; http://irep.iium.edu.my/24915/; http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=05626209

In this paper, we present a novel method of analyzing retinal vasculature using Fourier Fractal Dimension to extract the complexity of the retinal vasculature enhanced at different wavelet scales. Logistic regression was used as a fusion method to model the classifier for 5-year stroke prediction....