Expert System To Determine Psychological Disorders In Chronic Kidney Failure (CKD) Patients Undergoing Hemodialysis Therapy Using Certainty Factor Method
Keywords:Certainty Factor, Chronic Kidney Failure, Psychological, Expert System
Chronic Kidney Failure (CKD) is damage to the kidneys both in structure and/or function that lasts for 3 months or more. Hemodialysis is a prolonged therapy that can significantly impact the physical and psychological well-being of patients with chronic kidney disease. This therapy has a big effect on sufferers. The psychological impact that appears can affect the success of therapy so it is important to recognize these symptoms and provide appropriate treatment to overcome them. Based on research at Delia General Hospital, patients who will undergo Hemodialysis therapy must come to the hospital to receive comprehensive therapy by a doctor. Long patient queues when undergoing therapy can make patients tired and remember the patient's condition in order to get information and therapy. Handling of these problems can be overcome by building a system that can determine psychological disorders in patients. Expert systems are computer-based systems that use knowledge, facts and reasoning techniques in solving problems that usually can only be solved by an expert in a particular field. Certainty Factor (CF) is a method capable of defining the degree of certainty of a rule or fact in describing an expert's belief in the problem at hand. With an expert system, it can help identify and determine early on psychological disorders in patients. From the results of trials conducted by expert systems to determine psychological disorders in patients with kidney failure using the Certainty Factor method, the highest value is depression with a percentage of 94.59%.
yankes.kemkes.go.id. (2023). https://yankes.kemkes.go.id/view_artikel/582/gagal-ginjal-kronik-dan-pembebabnya.
yakestelkom.or.id. (2023). https://yakestelkom.or.id/serba-serbi-kesehatan/dampak-psikologis-pada-pasien-ggk.
Wijayana, Y. (2020). Computer Hardware Damage Expert System With Web-Based Backward Chaining Method. Electrical Media, 12(2), 99. https://doi.org/10.26714/me.12.2.2019.99-107
Sukiakhy, KM, Zulfan, Z., & Aulia, O. (2022). Application of the Certainty Factor Method in the Web-Based Expert System for Diagnosing Mental Disorders in Children. Cyberspace: Journal of Information Technology Education, 6(2), 119. https://doi.org/10.22373/cj.v6i2.14195
Irwansyah, R., Maulita, Y., & Syahputra, S. (2022). Expert System for Diagnosing Leukocyte Disease Using the Certainty Factor Method. Syntax : Journal of Software Engineering, Computer Science and Information Technology, 3(1), 190–195. https://doi.org/10.46576/syntax.v3i1.2088
Abdurahman, D., & Nunu Nurdiana. (2021). Designing the Certainty Factor method for diagnosing Chronic Kidney Failure. INFOTECH Journal, 1–8. https://doi.org/10.31949/infotech.v7i2.1314
Rosmalia, L., & Kusumadewi, S. (2018). A Clinical Decision Support System for Determining Types of Psychological Disorders in Patients with Chronic Renal Failure (CKD) Undergoing Hemodialysis Therapy. Upgris Journal of Informatics (JIU), 4(1), 11–21.
Zulfian Azmi, V. Y. (2020). Pengantar Sistem Pakar dan Metode. Mitra Wacana Media, Jakarta.
How to Cite
Copyright (c) 2023 Journal of Artificial Intelligence and Engineering Applications (JAIEA)
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.