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  • 标题:Classification Issue in the IVF ICSI/ET Data Analysis: Early Treatment Outcome Prognosis
  • 本地全文:下载
  • 作者:Paweł Malinowski ; Robert Milewski ; Piotr Ziniewicz
  • 期刊名称:Studies in Logic, Grammar and Rhetoric
  • 印刷版ISSN:0860-150X
  • 电子版ISSN:2199-6059
  • 出版年度:2013
  • 卷号:35
  • 期号:1
  • 页码:103-115
  • DOI:10.2478/slgr-2013-0034
  • 语种:English
  • 出版社:Sciendo
  • 摘要:Infertility is a serious social problem. Very often the only treatment possibility are IVF methods. This study explores the possibility of outcome prediction in the early stages of treatment. The data,collected from the previous treatment cycles,were divided into four subsets,which corresponded to the selected stages of treatment. On each such subset,sophisticated data mining analysis was carried out,with appropriate imputations and classification procedures. The obtained results indicate that there is a possibility of predicting the final outcome at the beginning of treatment.
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