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General Information
    • ISSN: 2010-3719 (Online)
    • Abbreviated Title: Int. J. Inf. Electron. Eng.
    • Frequency: Quarterly
    • DOI: 10.18178/IJIEE
    • Editor-in-Chief: Prof. Chandratilak De Silva Liyanage
    • Executive Editor: Jennifer Zeng
    • Abstracting/ Indexing : Google Scholar, Electronic Journals Library, Crossref and ProQuest, Ei (INSPEC, IET), EBSCO.
    • E-mail ijiee@ejournal.net
Editor-in-chief

 
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, The value of IJIEE will be well 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.

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