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

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

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....

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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/ http://irep.iium.edu.my/24915/ http://irep.iium.edu.my/24915/1/EMBC_2010.pdf

id	iium-24915
recordtype	eprints
spelling	iium-249152013-07-18T05:11:32Z http://irep.iium.edu.my/24915/ Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction Che Azemin, Mohd. Zulfaezal Kumar, Dinesh Kant Wong, Tien Yin Wang, Jie Jin Kawasaki, Ryo Mitchell, Paul Arjunan, Sridhar P. QA75 Electronic computers. Computer science RZ Other systems of medicine TK7885 Computer engineering 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. The efficacy of this technique has been tested using standard pattern recognition performance evaluation, Receivers Operating Characteristics (ROC) analysis and medical prediction statistics, odds ratio. Stroke prediction model was developed using the proposed system. 2010 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/24915/1/EMBC_2010.pdf Che Azemin, Mohd. Zulfaezal and Kumar, Dinesh Kant and Wong, Tien Yin and Wang, Jie Jin and Kawasaki, Ryo and Mitchell, Paul and Arjunan, Sridhar P. (2010) Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction. In: 32nd Annual International Conference of the IEEE EMBS, 31st Aug. - 4 Sept.2010, Buenos Aires, Argentina. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=05626209
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science RZ Other systems of medicine TK7885 Computer engineering
spellingShingle	QA75 Electronic computers. Computer science RZ Other systems of medicine TK7885 Computer engineering Che Azemin, Mohd. Zulfaezal Kumar, Dinesh Kant Wong, Tien Yin Wang, Jie Jin Kawasaki, Ryo Mitchell, Paul Arjunan, Sridhar P. Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
description	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. The efficacy of this technique has been tested using standard pattern recognition performance evaluation, Receivers Operating Characteristics (ROC) analysis and medical prediction statistics, odds ratio. Stroke prediction model was developed using the proposed system.
format	Conference or Workshop Item
author	Che Azemin, Mohd. Zulfaezal Kumar, Dinesh Kant Wong, Tien Yin Wang, Jie Jin Kawasaki, Ryo Mitchell, Paul Arjunan, Sridhar P.
author_facet	Che Azemin, Mohd. Zulfaezal Kumar, Dinesh Kant Wong, Tien Yin Wang, Jie Jin Kawasaki, Ryo Mitchell, Paul Arjunan, Sridhar P.
author_sort	Che Azemin, Mohd. Zulfaezal
title	Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
title_short	Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
title_full	Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
title_fullStr	Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
title_full_unstemmed	Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
title_sort	fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction
publishDate	2010
url	http://irep.iium.edu.my/24915/ http://irep.iium.edu.my/24915/ http://irep.iium.edu.my/24915/1/EMBC_2010.pdf
first_indexed	2023-09-18T20:37:15Z
last_indexed	2023-09-18T20:37:15Z
_version_	1777409128770043904

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

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