PENGEMBANGAN PERANGKAT LUNAK DIAGNOSA PENYAKIT DIABETES MELLITUS TIPE II BERBASIS TEKNIK KLASIFIKASI DATA

Fitri S., Rodiyatul and Tama, Bayu Adhi (2010) PENGEMBANGAN PERANGKAT LUNAK DIAGNOSA PENYAKIT DIABETES MELLITUS TIPE II BERBASIS TEKNIK KLASIFIKASI DATA. In: Seminar Nasional Hasil-Hasil Penelitian 2010.

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    Abstract

    Type-2 of Diabetes Mellitus (Type II DM) is the most common type of diabetes whose patient about 90-95% of all diabetes population. Early Detection of Type II DM from various risk factors is a way to prevent the complication that causes mortality. Developing software for diagnosis Type II DM could be utilized as an alternative and would enhance medical care for the increasing number of patients. In this paper, the classification technique of data mining with C4.5 algorithm classifier is employed to acquire valuable information and extract pattern from medical record data. This pattern is used as knowledge base in medical diagnosis process. It absolutely helps doctors and other clinicians for making decision through early detection of Type II DM.

    Item Type: Conference or Workshop Item (Paper)
    Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    Divisions: Faculty of Computer Science > Department of Information System
    Depositing User: Bayu Adhi Tama
    Date Deposited: 05 Jun 2012 20:54
    Last Modified: 05 Jun 2012 20:54
    URI: http://eprints.unsri.ac.id/id/eprint/993

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