文章基本信息

标题：Detection of Brain Tumor Using Discrete Wavelet Transform, PCA & KSVM
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作者：Vaishnavi S. Mehekare ; Dr.S.R.Ganorkar
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：5
页码：10228
DOI：10.15680/IJIRCCE.2017.0505338
出版社：S&S Publications
摘要：Brain tumor detection is an important application in recent days. The medical problems are severe iftumor is identified at the later stage. Hence diagnosis is necessary at the earliest. MRI is the current technologywhich enables the detection, diagnosis and evaluation. In this paper, the method is described including thresholdingfor segmentation. This approach extracts the statistical features using Discrete Wavelet Transform and the result isthen given to Kernel Support Vector Machine for tumor classification as Benign or Malignant. The techniques areless complex, efficient and give higher accuracy.