Selected Papers from the 1st International Conference on Islam, Science and Technology, ICONISTECH-1 2019, 11-12 July 2019, Bandung, Indonesia

Research Article

Identify the Severity of Cirrhosis Based on the Level of AST and ALT Enzymes Using Image Processing Approach and K-Means Clustering Method

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  • @INPROCEEDINGS{10.4108/eai.11-7-2019.2297828,
        author={Nunik Destria Arianti and Azah Kamilah Muda and Norashikin  Ahmad and Neny  Rosmawarni and muhamad  muslih},
        title={Identify the Severity of Cirrhosis Based on the Level of AST and ALT Enzymes Using Image Processing Approach and K-Means Clustering Method},
        proceedings={Selected Papers from the 1st International Conference on Islam, Science and Technology, ICONISTECH-1 2019, 11-12 July 2019, Bandung, Indonesia},
        publisher={EAI},
        proceedings_a={ICONISTECH-1},
        year={2020},
        month={11},
        keywords={alanine aminotransferase aspartate aminotransferase cirrhosis image processing k-means clustering liver},
        doi={10.4108/eai.11-7-2019.2297828}
    }
    
  • Nunik Destria Arianti
    Azah Kamilah Muda
    Norashikin Ahmad
    Neny Rosmawarni
    muhamad muslih
    Year: 2020
    Identify the Severity of Cirrhosis Based on the Level of AST and ALT Enzymes Using Image Processing Approach and K-Means Clustering Method
    ICONISTECH-1
    EAI
    DOI: 10.4108/eai.11-7-2019.2297828
Nunik Destria Arianti1,*, Azah Kamilah Muda2, Norashikin Ahmad3, Neny Rosmawarni3, muhamad muslih3
  • 1: Universiti Teknikal Malaysia Melaka, 75450 Melaka, Malaysia
  • 2: Department of Information System, Nusa Putra University, Sukabumi, Indonesia
  • 3: Department of Information Technology, National Institute of Science and Technology
*Contact email: nunik@nusaputra.ac.id

Abstract

The liver is an organ in the body that has an important and complex task for the continuity of all bodily functions. In daily life, the human body deals with ingredients that have the potential to damage the liver, such as chemicals contained in the blood; as a result, the liver is susceptible to injury. In general, there are several diseases caused by viruses that can attack the liver, including Hepatitis, Hemochromatosis, Cirrhosis, Liver Cancer, Liver Abscess, and Impotence in the liver, but naturally, the liver can protect itself by regeneration. Cirrhosis of the liver is a chronic liver disease characterized by damage to liver cells by connective tissues, followed by scarring and often accompanied by the formation of hundreds of nodules (lumps). This disease changes the structure of the liver from healthy liver tissue to abnormal hard bumps and changes in blood vessels. This system will assist medical experts and provide information to patients with liver cirrhosis to carry out further treatment based on predicting the state of a patient's liver presented in 3D images. The limitations of this study only present a prediction of the state of a person's liver, which is indicated to suffer from cirrhosis of the liver based on the content of ALT and AST enzymes in the blood. The impact of this study is that it can assist in decision making and analysis to refer to more specific parts that deal with cases of liver cirrhosis.