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  • 标题:Detection of Brain Tumor Using Discrete Wavelet Transform, PCA & KSVM
  • 本地全文:下载
  • 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.
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