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الموضوع: Predicting kidney transplantation outcome based on hybrid feature selection and KNN c

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

    008 Predicting kidney transplantation outcome based on hybrid feature selection and KNN c

    Predicting kidney transplantation outcome based on hybrid feature selection and KNN classifier
    Authors
    Dalia M Atallah, Mohammed Badawy, Ayman El-Sayed, Mohamed A Ghoneim
    Publication date
    2019/7/30
    Journal
    Multimedia Tools and Applications
    Volume
    78
    Issue
    14
    Pages
    20383-20407
    Publisher
    Springer US
    Description
    Kidney transplantation outcome prediction is very significant and doesn’t require emphasis. This will grant the selection of the best available kidney donor and the best immunosuppressive treatment for patients. Survival prediction before treatment could simplify patient’s decision making and boost survival by altering clinical practice. This paper proposes a new novel prediction method based on data mining techniques to predict five-year graft survival after transplantation. This new proposed prediction method composes of three stages: data preparation stage (DPS), feature selection stage (FSS), and prediction stage (PS). The new proposed prediction method merges information gain with naïve Bayes and k-nearest neighbor. Initially, it uses information gain to select the essential features, uses naïve Bayes to select the most essential features. These two methods are combined in a new hybrid feature …
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  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.

المواضيع المتشابهه

  1. A new proposed feature selection method to predict kidney transplantation outcome
    بواسطة د.شيماء عطاالله في المنتدى الملف الطبي
    مشاركات: 1
    آخر مشاركة: 04-21-2020, 11:09 AM
  2. Investigating networks data using a sockets based network sniffer
    بواسطة لارين في المنتدى بحوث ومقالات في القانون الجنائي
    مشاركات: 0
    آخر مشاركة: 07-27-2009, 10:16 AM

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