Case Based Reasoning Untuk Diagnosis Penyakit Demam Berdarah
Abstract
Dengue virus is a virus that causes dengue fever (DD), dengue hemorrhagic fever (DBD) and dengue shock syndrome (SSD). This disease is included in the status of outbreaks at the Hospital Benjamin Guluh Kab. Kolaka. The inclusion of this disease in the status of outbreaks then there are many cases / patients are handled every year even every month. The symptoms of a patient diagnosed with dengue fever tend to be similar. Case Based Reasoning (CBR) is one of the methods that can make or solve problems based on the existing case as a solution of new problem. The system built in this study is the CBR system to make a diagnosis of Dengue Fever. The diagnostic process of incorporating new problems compared to old cases then calculated the value of similarity. In this research, Nearest neighbor method is used for similarity process. Tests used 54 cases as randomized test data and 85 cases were used as case basis. The results obtained are 98.14% sensitivity and 99.25% accuracy.
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References
Hadinegoro, S.R.H, Soegijanto S, Wuryadi S, Suroso T., 2004, Tatalaksana Demam Berdarah Dengue di Indonesia. Departemen Kesehatan Direktorat Jenderal Pemberantasan Penyakit Menular dan Penyehatan Lingkungan, Jakarta.
Gubler, D.J., 1998. Dengue and Dengue Haemorrhagic Fever. Clin Microbiol Rev, 11(3): 480-496.
Pearl, J., 1991, Probalistic Reasonin In Intelligent System, Morgan Kaufmann Publisher, Inc
Rismawan, T., 2012, Case Based Reasoning untuk Diagnosis Penyakit THT, Tesis, S2 Ilmu Komputer UGM, Yogyakarta.
Kim Kyung, dkk, 2001, The Cluster – Indexing Method for Case Based Reasoning using Self – Organization Map and Learning Vector Quantization For Bond Rating Cases, Expert System With Application 21, 147-156.
Aribowo, A.S., 2010, Pengembangan Sistem Cerdas Menggunakan Penalaran Berbasis Kasus (Case Based Reasoning) untuk Diagnosis Penyakit Akibat Virus Eksantema, Jurnal Telematika, Vol 7, No.1, Halaman 11-22, ISSN 1829-667X.
Suharyanto., 2011, Pengembangan Prototipe Sistem Pendukung Keputusan Klinis untuk Diagnosis dan Penatalaksanaan Demam Berdarah Dengue, Tesis, S2 Fakultas Kedokteran UGM, Yogyakarta.
Pal, K. S., dan Shiu, K.C.S., 2004, Foundations of Soft Basis kasus Reasoning, A John Wiley & Son, Inc., Publication, New Jersey.
Mancasari, U.A., 2012, Sistem Pakar Menggunakan Penalaran Berbasis Kasus untuk Mendiagnosis Penyakit Syaraf pada Anak, Skripsi, S1 Ilmu Komputer UGM, Yogyakarta.
Akobeng, A.K., 2007, Understanding Diagnostic Tests 1 : Sensitivity, Specificity and Predictive Value, Acta Pædiatrica, Vol. 96 No. 3, ISSN: 1651-2227, Halaman 338-341.
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