文章基本信息

标题：Brain Tumor Classification using Probabilistic Neural Network
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作者：S.U.Sumathi ; S. Geetha
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2015
卷号：4
期号：9
页码：7959
DOI：10.15680/IJIRSET.2015.0409165
出版社：S&S Publications
摘要：In this paper, Probabilistic Neural Network with image and data processing techniques was employed toimplement an automated brain tumor classification. The conventional method for medical resonance brain imagesclassification and tumors detection is by human inspection. Operator-assisted classification methods are impractical forlarge amounts of data and are also non-reproducible. Medical Resonance images contain a noise caused by operatorperformance which can lead to serious inaccuracies classification. Hence such noises are removed using medianfiltering algorithm. Decision making was performed in two stages: feature extraction using the principal componentanalysis and the Probabilistic Neural Network (PNN).
关键词：PNN; Principal component analysis; Median-filtering algorithm; Classification