Application of artificial neural network (ANN) technique for diagnosing diabetes mellitus

IEEE Region 10 Colloquium and 3rd International Conference on Industrial and Information Systems, ICIIS 2008

Volumn , Issue , 2008, Pages

  Dey, Rajeeb ^a   Bajpai, Vaibhav ^a   Gandhi, Gagan ^a   Dey, Barnali ^a  

^a SIKKIM MANIPAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Artificial neural network (ANN); Back propagation algorithm (B.P); Component; Diabetes Mellitus; Sikkim

Indexed keywords

ARTIFICIAL NEURAL NETWORK (ANN); BACK PROPAGATION ALGORITHM (B.P); COMPONENT; DIABETES MELLITUS; SIKKIM;

BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; HOSPITALS; INFORMATION SYSTEMS; SUGAR (SUCROSE);

NEURAL NETWORKS;

EID: 64949102819     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIINFS.2008.4798367     Document Type: Conference Paper

References (7)

1. B.Yegnanarayana, "Artificial Neural networks", PHI Private Limited, 1999.
2. J.Sola and J.Sevilla " Importance of Input Data normalization for the Application of Neural Networks to Complex Industrial Problems", IEEE Transcation on Neural Science, Vol.44, No. 3, June 1997, pp -1464 - 1468.
3. L.Mendelsohn, "Pre-processing of data for Neural networks" http://www.tradetech.com/preprocessing-data.asp
4. P. Venketsh and S. Anitha, Application of a radial basis functional neural network for diagnosis of diabetes mellitus", Current science, vol. 91, 10 November 2006.C. J. Kaufman, Rocky Mountain Research Lab., Boulder, CO, private communication, May 1995.
5. Rakesh Kumar Sinha, Back propagation artificial neural network to detect hyperthermic seizures in rats, Online J. Health's Allied Scs, 2002, 4, 1, ISSN 0972-5997.
6. Simon Haykin, "Neural Networks- a comprehensive foundation", Prentice Hall India, 1999.
7. Siti Farhanah, Bt Jaafar and Darmawaty Mohd Ali, "Diabetes Mellitus Forecast Using Artificial Neural Network (ANN)", Asian conference on sensors and the international conference on new techniques in pharmaceutical and medical research proceedings (IEEE) 5-7 September, 2005, kuala Lumpur, Malayasia, pp 135 - 138.