Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages

Author:

Acharya U Rajendra,Chua Chua Kuang,Ng E. Y. K.,Yu Wenwei,Chee Caroline

Publisher

Springer Science and Business Media LLC

Subject

Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)

Reference35 articles.

1. Acharya, U. R., Ng, E. Y. K., and Suri, J. S., Image modelling of human eye. Artech House, Norwood, 2008April.

2. Burgess, C. J., A tutorial on support vector machines for pattern recognition. Data. Min. Knowl. Discov. 2:21–47, 1998.

3. Chandran, V., Carswell, B., Boashash, B., and Elgar, S. L., Pattern Recognition Using Invariants Defined from Higher Order Spectra: 2-D Image Inputs. IEEE Transcations on image processing. 6:703–712, 1997.

4. Christianini, N., and Taylor, J., Support Vector Machines and other kernel-based learning methods. Cambridge University Press, Cambridge, 2000.

5. Chua, K. C., Chandran, V., Acharya, U. R., and Lim, C. M., Analysis of epileptic EEG signals using higher order spectra. Conf. Proc. IEEE Eng. Med. Biol. Soc. 1:6495–6498, 2007.

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