• Mar 31, 2016 News!Vol.5, No.5 has been indexed by EI (Inspec).   [Click]
  • Aug 02, 2016 News!IJIEE Vol. 6, No. 4 issue has been published online! 10 papers which cover 3 specific areas are published in this issue.   [Click]
  • May 10, 2016 News!Papers published in Vol.6, No.3 have all received dois from Crossref.
General Information
Editor-in-chief

 
Faculty of Science, University of Brunei Darussalam, Brunei Darussalam   
" It is a great honor to serve as the editor-in-chief of IJIEE. I'll work together with the editorial team. Hopefully, IJIEE will be recognized among the readers in the related field."
IJIEE 2015 Vol.5(5): 356-360 ISSN: 2010-3719
DOI: 10.7763/IJIEE.2015.V5.558

Detection of Breast Cancer Using Electrical Impedance and RBF Neural Network

P. C. Shetiye, A. A. Ghatol, V. N. Ghate, and S. R. Patil
Abstract— Breast cancer presents a serious medical and social problem worldwide. Early detection is a key to effective breast cancer treatment. Electrical Impedance Tomography (EIT) is a medical imaging technique that reconstructs internal electrical conductivity distribution of a body from impedance data, which can be used for detection of breast cancer. In this paper publicly available data of breast cancer is used to design and optimized Radial Basis Function (RBF) Neural Network based Classifier. Classifier is tested for generalization, which proves as an elegant classifier with the accuracy of 93%.

Index Terms— Breast cancer, electrical impedance, RBF

P. C. Shetiye, is with Government College of Engineering Karad, Maharashtra, 415124, India (e-mail: praveen.shetiye@gmail.com).
A. A. Ghatol was with Dr. B. A. T. U. Lonere, India (e-mail: aaghatol@gmail.com).
V. N. Ghate and S. R. Patil are with Government College of Engineering Chandrapur, Maharashtra, 442403, India (e-mail: vng786@gmail.com, sanjaypatil_71@yahoo.com ).

[PDF]

Cite: P. C. Shetiye, A. A. Ghatol, V. N. Ghate, and S. R. Patil, " Detection of Breast Cancer Using Electrical Impedance and RBF Neural Network," International Journal of Information and Electronics Engineering vol. 5, no. 5, pp. 356-360, 2015.

Copyright © 2008-2016. International Journal of Information and Electronics Engineering. All rights reserved.
E-mail: ijiee@ejournal.net