Sistem Pakar Diagnosis Penyakit Gastritis Menggunakan Metode Certainty Factor Berbasis Android
DOI:
https://doi.org/10.26623/transformatika.v18i1.2088Keywords:
Gastritis, expert system, certainty factor, Android.Abstract
With the increasingly of the modern era, more and more diseases that arise due to human lifestyle and bacterial transmission. One of them is gastritis which occurs because of inflammation that occurs in the lining of the stomach which makes frequent pain in the stomach. From these problems, it is necessary to make an expert system application of gastritis disease which aims to provide information to the public to know the early symptoms of gastritis from an early age. The process of diagnose using the certainty factor method The methods in this study are data retrieval, system design, system making and system testing.From this research, it produces an expert system application that can diagnose the type of disease with the first test case 98.848%, the second test case 99.8464% and the third test case with the results of 99.99115264% correct and in accordance with expert knowledge. System testing is done by using black-box testing that shows the function of each unit of application 100% successful.
References
D. Bacha, M. Walha, S. Ben Slama, et al. Chronic gastritis classifications. Tunis Med, 96. 2018; pp. 405-410.
N. Uemura, S. Okamoto, S. Yamamoto, et al. Helicobacter pylori infection and the development of gastric cancer. N Engl J Med, 345, 2001; pp. 784-789.
J.H. Song, S.G. Kim, E.H. Jin, J.H. Lim, S.Y. Yang. Risk factors for gastric tumorigenesis in underlying gastric mucosal atrophy. Gut Liver, 11, 2017; pp. 612-619.
D.Y. Cheung. Atrophic gastritis increases the risk of gastric cancer in asymptomatic population in Korea. Gut Liver, 11, 2017; pp. 575-576.
Y.-J. Hwang, N. Kim, H.S. Lee, J.B. Lee, Y.J. Choi, H. Yoon, et al. Reversibility of atrophic gastritis and intestinal metaplasia after Helicobacter pylori eradication €”a prospective study for up to 10 years. Aliment Pharmacol Ther, 47, 2017; pp. 380-39.
Z. Jiang, B. Nong, L. Liang, Y. Yan, G. Zhang. Differential diagnosis of Helicobacter pylori-associated gastritis with the linked-color imaging score. Digestive and Liver Disease, Volume 51, 2019; pp. 1665-1670.
M. Mohammadi, A. Abadi, F. Rahimi, M. Forootan. Helicobacter heilmannii Colonization Is Associated with High Risk for Gastritis. Archives of Medical Research, Volume 50, 2019; pp. 423-427.
S.D. Altindag, E. Cakir, N. Ekinci, A. Avci, F. H. Dilek.Analysis of clinical and histopathological findings in Russell body gastritis and duodenitis. Annals of Diagnostic Pathology, Volume 40, 2019; pp. 66-71.
E. Ha, J. Bae.Zinc transporter SLC39A11 polymorphisms are associated with chronic gastritis in the Korean population: the possible effect on spicy food intake. Nutrition Research, Volume 57, 2018; pp. 78-85.
E. Chojnacki, W. Plumecocq, L. Audouin. An expert system based on a Bayesian network for fire safety analysis in nuclear area. Fire Safety Journal, Volume 105, 2019; pp. 28-40.
R. Nourian, S. Meysam Mousavi, S. Raissi. A fuzzy expert system for mitigation of risks and effective control of gas pressure reduction stations with a real application. Journal of Loss Prevention in the Process Industries, Volume 59, 2019; pp. 77-90.
L.Latumakulita, Sistem Pakar Pendiagnosa Penyakit Anak Menggunakan Certainty Factor (CF), Ilm. Sains, Vol. 12, No.2, 2012; pp. 120-126.
J. Li, Y. Zhang. GIS-supported certainty factor (CF) models for assessment of geothermal potential: A case study of Tengchong County, southwest China. Energy, Volume 140, 2017; pp. 552-565.
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