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A new mathematical model for diagnosing chronic diseases (kidney failure) using ANN.
- Source :
-
Cogent Mathematics & Statistics . Jan2018, Vol. 5 Issue 1, p1-N.PAG. 8p. - Publication Year :
- 2018
-
Abstract
- In this paper, we introduce a new diagnosing technique for chronic kidney disease by using Artificial Neural Network (ANN). Where, the required data for the computational health-care system is collected from various hospitals at Jazan region, Saudi Arabia. Furthermore, in order to prove the convergence of this method, a ridge function is used in the hidden layer as a basis for the neurons. The technique applied for different number of neurons, and in each case a least square error is provided for choosing the best possible approximation. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 25742558
- Volume :
- 5
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Cogent Mathematics & Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 134607949
- Full Text :
- https://doi.org/10.1080/23311835.2018.1559457