2014 : Early Detection Of Cervical Cancer Using Spline Smooth Support Vector Machine\n

Dr. Santi Wulan Purnami S.Si., M.Si
Wijayanti Nurul Khotimah S.Kom., M.Sc.

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Cervical cancer is a malignant tumor develops in uterovaginal portion or cervical \ncanals. About 76,000 people dies of cancer every year all over the world, which takes up 13% \nof global deaths. Among them, the death number of cervical patients is closed to 27,000 and \n88% of them are in developing countries.70% cervical cancer cases arouse from human \nimmunodeficiency virus (HIV). Besides that, smoking and human immunodeficiency \nvirus(HIV) can cause cervical cancer. Other risk factors are also mutually related to each \nother to lead to cervical cancer. Cervical cancer can be cured if have been detected earlier. In \nthis extended reseach, Support Vector Machine based on smooth method is presented to \ndiagnose cervical cancer based on Pap Smear Test data at \"X\" Hospital in Surabaya. From \nthe previous research, the classification accuracy using combine SMOTE and Spl