Detection of breast cancer using artificial neural networks (ANN)

Please use this identifier to cite or link to this item: https://repository.sustech.edu/handle/123456789/8835

Title:	Detection of breast cancer using artificial neural networks (ANN)
Other Titles:	تشخيص سرطان الثدي باستخدام الشبكات العصبية الاصطناعية
Authors:	Eltayeb, Toga Farag Supervisor - Eltahir Mohamed Hussein
Keywords:	Detection of breast Science in biomedical engineering By: Toga Farag Eltayeb Supervised by: Dr.Eltahir Mohamed Hussein June neural networks cancer using artificial
Issue Date:	10-Jun-2014
Publisher:	Sudan University of Science and Technology
Citation:	Eltayeb,Toga Farag.Detection of breast cancer using artificial neural networks (ANN)/Toga Farag Eltayeb;Eltahir Mohamed Hussein.-khartoum:Sudan University of Science and Technology,College of Engineering,2014.-59p:ill;28cm.-M.Sc.
Abstract:	The aim of this project is to design and implement a Matlab based image processing software to extract features of breast cancer images in order to classify disease through neural network in order to examine system accuracy by comparing two techniques of neural networks, feed-forward and back-propagation neural networks. After simulation it was found that the feed forward neural network results are approximately same as the results of back propagation neural network, but from the accuracy side the feed forward neural network (94.11%) is better than the back propagation neural network (92%).
Description:	thesis
URI:	http://repository.sustech.edu/handle/123456789/8835
Appears in Collections:	Masters Dissertations : Engineering

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