Risk level analysis for diabetic nephropathy using data mining techniques
Abstract
Keywords: Bayesian classifier; Nephropathy; Type2 diabetes; Probability; Decision Support System
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Gross, J.L., De Azevedo, M.J., Silveiro, S.P., Canani, L.H., Caramori, M.L. and Zelmanovitz, T., Diabetic nephropathy: diagnosis, prevention, and treatment. Diabetes Care. v28. 164-176.
Carson, E.R., Decision support systems in diabetes: a systems perspective.Comput Methods Progr Biomed. v56. 77-91.
C. Doukas, T. Goudas, S. Fischer, I. Mierswa, A. Chatziioannou and I.Maglogiannis. “An Open Data Mining Framework for the Analysis of Medical Images: Application on Obstructive Nephropathy Microscopy Images”. In: Proc. of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, pp. 4108-4111. 2010
Alberti, K.G. and Zimmet, P.Z., Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1. Diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabetic Med.v17. 539-553.
Christensen, C.K., Krussel, L.R. and Mogensen, C.E., Increased blood pressure in diabetes: essential hypertension or diabetic nephropathy?. Scand JClin Lab Invest. v47. 363-370.
Todica V., Vaida M.F., “SOA-based medical image processing platform”, in Proc. of IEEE International Conference on Automation, Quality and Testing, Robotics, 2008, vol. 1, pp. 398-403, May 2008.
Miersw Ingo, Wurst Michae, Klinkenberg Ralf, Scholz Martin and Euler Timm. “YALE: Rapid Prototyping for Complex Data Mining Tasks”, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-06), 2006.
D. Perez, J. Crespo, A. Anguita, J. Ordonez, J. Dorado, G. Bueno, V. Feliu, A. Estruch, J. Heredia, “Biomedical Image Processing integration through INBIOMED: A Web Services-based Platform”, presented at the 6th International Symposium on Biological and Medical Data Analysis (ISBMDA 2005).
T. Goudas, C. Doukas, Ilias Maglogiannis, A. Chatziioannou, “Salient Regions Detection in Microscopic Kidney Biopsies Utilizing Image Analysis Techniques”. In: Proceedings of the 12th Mediterranean Conference on Medical and Biological Engineering and Computing– MEDICON 2010, C halkidiki, Greece. May 27-30. 2010.
DOI: https://doi.org/10.37628/ijods.v3i2.297
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