Hepatitis Disease Diagnosis Expert System Using Certainty Factor Method
Hepatitis Disease Diagnosis Expert System Using Certainty Factor Method
Abstract
The liver is the largest visceral organ in the body with important roles such as hormone production, immunity, protein metabolism, and more. This visceral organ can also be affected by various diseases such as hepatitis. Hepatitis is an inflammatory disease of the liver caused by a virus. Hepatitis has five types of disease, namely Hepatitis A, Hepatitis B, Hepatitis C, Hepatitis D, and Hepatitis E. The types of hepatitis that have the most cases in Indonesia are Hepatitis A, Hepatitis B, and Hepatitis C. Hepatitis occurs due to a sedentary lifestyle. Hepatitis occurs due to unhealthy lifestyles and delays in treatment due to the patient's lack of knowledge about hepatitis. If hepatitis is not cured early, it can cause other diseases such as chronic liver and can also result in death, therefore this study aims to design an expert system that can diagnose hepatitis disease. This expert system design uses the certainty factor (CF) method. The certainty factor (CF) method is used because it can help and facilitate diagnosing hepatitis disease with a certainty value. The certainty value can be presented with a range of values from 0 to 100. This research produces an accuracy value of 80%, therefore this expert system is effective for measuring certainty in diagnosing hepatitis disease early.
References
Adi Ahdiat. (2022). Penderita Hepatitis RI Mayoritas Usia Pra-Pensiun dan Bayi. Databoks.Katadata.Co.Id. https://databoks.katadata.co.id/datapublish/2022/05/06/ penderita-hepatitis-ri-mayoritas-usia-pra-pensiun-dan-bayi.
Badan Penelitian dan Pengembangan Kesehatan. (2018). Laporan Riskesdas 2018 Nasional. In Lembaga Penerbit Balitbangkes.
Boy, A. F., Yakup, S., & others. (2021). Penerapan Metode Metode Teorema Bayes Mendiagnosa Penyakit Hepatitis (Radang Hati). Jurnal Cyber Tech, 4(1).
Elsharif, A. A., & Abu-Naser, S. S. (2019). An expert system for diagnosing sugarcane diseases. International Journal of Academic Engineering Research (IJAER), 3(3), 19–27.
Fahmi, H. (2019). Sistem Pakar Mendiagnosa Penyakit Mata Katarak dengan Metode Certainty Factor Berbasis Web. Matics, 11(1), 27.
Firdaus, M. A. (2019). Studi Penggunaan Sefotaksim pada Pasisen Sirosis Hati dengan SBP (Spontaneous Bacterial Peritonitis) (Penelitian Dilakukan di RSUD Dr.Saiful Anwar Malang). Universitas Muhammadiyah Malang.
Kementrian Kesehatan Republik Indonesia. (2016). Sebagian Besar Kematian Akibat Hepatitis Virus Berhubungan dengan Hepatitis B dan C Kronis. https://www.kemkes.go.id/article/view/16042700001/sebagian-besar-kematian-akibat-hepatitis-virus-berhubungan-dengan-hepatitis-b-dan-c-kronis.html
Novarina, A. T., Santoso, E., & Indriati. (2018). Sistem Pakar Diagnosis Penyakit Hepatitis Menggunakan Metode Dempster Shafer. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 2(6), 2252–2258.
Nugroho, S. A. (2021). Buku Ajar Anatomi dan Fisiologi Sistem Tubuh bagi Mahasiswa Keperawatan Medikal Bedah.
Nurwananda, S. S., & Sulaiman, R. (2022). Aplikasi Himpunan Fuzzy Intuisionistik Dalam Diagnosa Penyakit Hepatitis Menggunakan Extended Hausdorf Distance. MATHunesa: Jurnal Ilmiah Matematika, 10(1), 41–49.
Priwahyuni, Y., Lisa, N. S., Gloria, C. V., Alamsyah, A., Ikhtiyaruddin, I., & Melenina, F. (2020). Kenali Gejala Dan Perilaku Beresiko Hepatitis di Puskesmas Simpang Tiga Pekanbaru. Jurnal Pengabdian UntukMu NegeRI, 4(1), 40–44.
Ramdhani, A., Isnanto, R. R., & Windasari, I. P. (2015). Pengembangan Sistem Pakar Untuk Diagnosis Penyakit Hepatitis Berbasis Web Menggunakan Metode Certainty Factor. Jurnal Teknologi Dan Sistem Komputer, 3(1), 58.
Sari, I. P., & Priyanto, A. (2020). Sistem Pakar Berbasis Android Diagnosis Penyakit Hepatitis Menggunakan Metode Certainty Factor dengan Penelusuran Forward Chaining. Jurnal Edukasi Dan Penelitian Informatika (JEPIN), 6(3), 393.
Shodiqin, A. S. (2022). Sistem Ekskresi Manusia dan Upaya Menjaga Kesehatan. UIN Raden Intan Lampung.
Sumiati. (2022). Hari Hepatitis Sedunia, Prevalensi Indonesia Tertinggi Asia Tenggara. Viva. https://www.viva.co.id/gaya-hidup/kesehatan-intim/1502992-hari-hepatitis-sedunia-prevalensi-indonesia-tertinggi-asia-tenggara
