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الموضوع: A new proposed feature selection method to predict kidney transplantation outcome

  1. #1
    تاريخ التسجيل
    Sep 2008
    المشاركات
    1,353

    008 A new proposed feature selection method to predict kidney transplantation outcome

    A new proposed feature selection method to predict kidney transplantation outcome
    Authors
    Dalia M Atallah, Mohammed Badawy, Ayman El-Sayed
    Publication date
    2019/11/1
    Journal
    Health and Technology
    Volume
    9
    Issue
    5
    Pages
    847-856
    Publisher
    Springer Berlin Heidelberg
    Description
    Kidney transplantation graft survival prediction is important because of the difficulty of finding the organs. The exact prediction of kidney transplantation outcome is still not accurate even with the enhancements in acute rejection results. Machine learning methods introduce many ways to solve the kidney transplantation prediction problem than that of other methods. The power of any prediction method relies on the choosing of the proper variables. Feature selection is one of the important preprocessing procedures. It is the method that selects the minimal suitable variables that introduced in a set of features. This paper introduced a new proposed feature selection method that combines statistical methods with classification procedures of data mining technology to predict the probability of graft survival after kidney transplantation. Univariate analysis using Kaplan-Meier survival analysis method combined with …


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    Never blame anyone in your life.
    Good people give happiness,
    Bad people give experiences,
    Worst people give a lesson,
    Best people give memories.

  2. #2
    تاريخ التسجيل
    Sep 2008
    المشاركات
    1,353

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    Never blame anyone in your life.
    Good people give happiness,
    Bad people give experiences,
    Worst people give a lesson,
    Best people give memories.

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