Academic Journals Database
Disseminating quality controlled scientific knowledge

Performance of ANN using Back Propagation Algorithm for Medical Diagnosis System

ADD TO MY LIST
 
Author(s): Arti Gupta | Dr. Manish Shrivastava

Journal: International Journal of Advanced Computer Research
ISSN 2249-7277

Volume: 2;
Issue: 1;
Start page: 21;
Date: 2012;
VIEW PDF   PDF DOWNLOAD PDF   Download PDF Original page

Keywords: Artificial Neural Network | Back propagation algorithm | Medical Diagnosis | Rule based expert systems.

ABSTRACT
Now a day’s application of ANN techniques provide a powerful tool to help doctors to analyze, complex clinical data across a broad range of medical application. Most applications of artificial neural networks to medicine are classification problems; that is, the task is on the basis of the measured features to assign the patient to one of a small set of classes. Neural Networks are ideal in recognizing diseases using scans since there is no need to provide a specific algorithm on how to identify the disease. The system is trained by employing an improved BP algorithm for detecting the relevant features of the clinical data.
Save time & money - Smart Internet Solutions      Why do you need a reservation system?