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文章基本信息

  • 标题:Performance of ANN using Back Propagation Algorithm for Medical Diagnosis System
  • 作者:Arti Gupta ; 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:2
  • 期号:3
  • 页码:21-25
  • 出版社:Association of Computer Communication Education for National Triumph (ACCENT)
  • 摘要:Now a day’s application of ANN techniques provide a powerful tool to help doctors to analyze, complex clinical data across a broad range of medical application. Most applications of artificial neural networks to medicine are classification problems; that is, the task is on the basis of the measured features to assign the patient to one of a small set of classes. Neural Networks are ideal in recognizing diseases using scans since there is no need to provide a specific algorithm on how to identify the disease. The system is trained by employing an improved BP algorithm for detecting the relevant features of the clinical data.
  • 关键词:Artificial Neural Network; Back propagation algorithm; Medical Diagnosis; Rule based expert systems.
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