文章基本信息

标题：Performance of ANN using Back Propagation Algorithm for Medical Diagnosis System
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作者：Arti Gupta ; Dr. Manish Shrivastava
期刊名称：International Journal of Advanced Computer Research
印刷版ISSN：2249-7277
电子版ISSN：2277-7970
出版年度：2012
卷号：2012
出版社：Association of Computer Communication Education for National Triumph (ACCENT)
摘要：Now a da y's appl icatio n of ANN techniq ues provide a powerful tool to help doct ors to analyze, co mplex cl inica l da ta across a bro ad rang e of medica l ap plica tion. Mo st applicatio ns o f artificial neura l networks t o medici ne a re classi ficat ion problems; that is, the task is on the basis of the mea sured features to assign t he p atient to o ne o f a small set of cl asses. Neural Net work s are id eal in recognizing di seases using sca ns since there is no need to provid e a speci fic a lgori thm on how to id entify the di sease. The system is trai ned by emp loying an improved BP a lgorithm fo r detecti ng the releva nt features of the clinical d ata
关键词：Artifici al Neural Network; Back propagation algorithm; ;Medical Diagnosis; Rule based expert syst ems