Diagnosis of thyroid disorders using Backpropagation method
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 5
Abstract
The diagnosis of thyroid disorders using back propagation algorithm by training feed-forward neural network has been discussed in this paper. The body’s metabolic rate is controlled by thyroid hormones secreted by Thyroid Gland. Any malfunction in thyroid hormone will leads to thyroid disorders. There occurs under-activity and over-activity of thyroid hormone which causes hypothyroidism and hyperthyroidism. This paper explains the diagnosis of thyroid disorders using Back Propagation algorithm. In this work, back propagation algorithm is implemented in its gradient descent form, the working of back propagation algorithm to train ANN is verified with intensive MATLAB simulations. Here the model is developed by using the approach of artificial neural network i.e feed forward network with back propagation algorithm. In this way, with BackPropagation algorithm we can classify the diagnosis of Thyroid Disorders.
Authors and Affiliations
M. Sai Srujana, B. Priyanka, A. Sai Jagathi, Sathyaraj. R
Keywords
Related Articles
- EP ID EP22174
- DOI -
- Views 238
- Downloads 5
Detection of Mycotoxins from the ground nuts samples of Warangal District, Telangana State
The main objective of this study is to conduct survey on ground nut fields and to detect the mycotoxin producing fungi and variety of mycotoxin. All the samples were collected from various systems such as freshly harves...
Generation of Electricity through Atmosphere
In the recent years, we all are facing electricity crisis. It’s time to harness the renewableenergy resources of the nature. This article presents discussion on the atmospheric electricity, which can be generated by uti...
A Matlab Based Fault Analysis of TL
Nowadays the demand of electricity or power are increases day by day this result to transmit more power by growing the transmission line capacity from one place to the other place. But during the transmission some fault...
Suggestion of Traffic System for Various Places in Miraj City on The Basis of SATIS Project (Thane)
This project relates with the decongestion of the traffic in the three main areas of Miraj city, namely City Stand, Heera Chowk and Gandhi Chowk. Out of these two areas of highest traffic density, for the area of City...
Solution of the Generalised Elastic Column Buckling Problem by the Galerkin Variational Method
In this paper, a system of three differential equations describing the generalized elastic column buckling problem for axial compressive load, Nx acting through the centroid of the cross-section; and such that the bimom...