Monitoring patient health based on medical records using fuzzy logic method
DOI:
10.33395/sinkron.v3i2.10014Keywords:
Fuzzy Tsukamoto, patient health monitoring, medical recordsAbstract
The Fuzzy Logic concept was first introduced by Prof. Lotfi Zadeh from the University of California at Berkeley in 1965, and presented not as a control methodology, but as a way of processing data by allowing the use of partial set membership compared to the crisp set membership or non-membership. Along with the development of computer technology, the concept of fuzzy logic is increasingly needed by people, because this concept is able to provide information needed in the decision making process. This study aims to analyze and design intelligent systems to monitor the health development of inpatients. The method used is the Fuzzy Logic method. This method will predict the level (degree) of health of each patient based on the amount of drug use and the durationof diagnosis process. The tools used to analyze and design the system are Unified Modeling Language. The results of this research are monitoring the health development of patients using the Fuzzy Logic method.
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References
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[2] Anita Dwi Wahyuni, MJ. Dewiyani Sunarto, Tan Amelia, 2015, Rancang Bangun Sistem Informasi Pos Pelayanan Terpadu pada Dinas Kesehatan Kota Surabaya Berbasis Web, JSIKA Vol. 4, No. 2. September 2015, ISSN 2338-137X.
[3] Salaman Rozak, Erwin Sutomo, Yoppy Mirza Maulana, 2018, Perencanaan Strategi Sistem dan Teknologi Informasi pada RS. Damian Lewoleba dengan Pendekatan Ward And Peppard, JSIKA Vol. 07, No. 05. Tahun 2018 ISSN 2338-137X.
[4] Fithriyah Andra, Hetty Ismainar, 2018, Produktivitas Penggunaan Waktu Kerja Perawat di Instalasi Rawat Inap Rumah Sakit Ahmad Yani Pekanbaru, Jurnal Kesmas, Volume 1, No 1, Januari-Juni 2018, e-ISSN : 2599-3399.
[5] Januari Nasir, Johnson Suprianto, 2017, Analisis Fuzzy Logic Menentukan Pemilihan Motor Honda Dengan Metode Mamdani, Jurnal Edik Informatika Penelitian Bidang Komputer Sains dan Pendidikan Informatika V3.i2(177-186), ISSN : 2407-0491, E-ISSN : 2541-3716.
[6] Syaeful Anas Aklani, 2017, Metode Fuzzy Logic untuk Evaluasi Kinerja Pelayanan Perawat (Studi Kasus : RSIA Siti Hawa Padang), Jurnal Edik Informatika Penelitian Bidang Komputer Sains dan Pendidikan Informatika V1.i1(35-43), ISSN : 2407-0491, E-ISSN : 2541-3716.
[7] Eka Kartika Untari, Alvani Renata Agilina, Ressi Susanti, 2018, Evaluasi Rasionalitas Penggunaan Obat Antihipertensi di Puskesmas Siantan Hilir Kota Pontianak Tahun 2015, Pharmaceutical Sciences and Research, 5(1), 32-39, 2018, ISSN 2407-2354.
[8] Haviluddin, 2011, Memahami Penggunaan UML (Unified Modelling Language), Jurnal Informatika Mulawarman, Vol. 6, No. 1.
[9] Han, J. and Kember, M., 2006, Data Mining Consept and Techniques, Second Edition, Morgan Kaufman, San Fransisco.
[10] Hendera, Sri Rahayu, 2018, Interaksi Antar Obat pada Peresepan Pasien Rawat Inap Pediatrik Rumah Sakit X dengan Menggunakan Aplikasi Medscape (Drug Interaction Between The Prescribing Pediatric Inpatients At Hospital X Using Medscape Applications), journal.umbjm.ac.id/index.php/jcps, Vol. 1 No. 2 (Maret, 2018), ISSN : 2598-2095
[11] Imam Sunoto, Ade Lukman Nulhakim, 2017, Mengukur Tingkat Partisipasi Pemuda Dalam Program Karang Taruna dengan Pendekatan Metode Fuzzy Infrence System Mamdani, Jurnal SIMETRIS, Vol 8 No 2 November 2017, ISSN: 2252-4983.
[12] Imran Dawy, Tian Songya, 2018, The Most General Intelligent Architectures of the Hybrid Neuro-Fuzzy Models, American Journal of Artificial Intelligence. Vol. 2, No. 1, 2018, pp. 1-6. doi: 10.11648/j.ajai.20180201.11.
[13] Irlando Moggi Prakoso, Wiwik Anggraeni, Ahmad Mukhlason, 2012, Penerapan Case-Based Reasoning pada Sistem Cerdas untuk Pendeteksian dan Penanganan Dini Penyakit Sapi, JURNAL TEKNIK ITS Vol. 1, No. 1(Sept. 2012), ISSN: 2301-9271.
[14] Nova Hasani Furdiyanti, Fania Putri Luhurningtyas, Ratna Sari, Yulianti, 2017, Evaluasi Dosis dan Interaksi Obat Antidiabetika Oral pada Pasien Diabetes Mellitus Tipe II, Jurnal Manajemen dan Pelayanan Farmasi, Volume 7 Nomor 4 – Desember 2017, p-ISSN: 2088-8139, e-ISSN: 2443-2946.
[15] Nunu Nurdiana, 2018, Perancangan Sistem Informasi Distribusi Obat Pasien Rawat Inap (Studi Kasus : RSUD Cideres Kadipaten), INFOTECH journal, Volume 4 Nomor 1 Tahun 2018, ISSN : 2460-1861
[16] Rizky Meimaharani, T. L., 2014, Analisis Sistem Inference Fuzzy Sugeno Dalam Menentukan Harga Penjualan Tanah Untuk Pembangunan Minimarket. Jurnal SIMETRIS, Vol. 5 No.1, 1-8.
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[18] Ross, 2010, Fuzzy Logic with Engineering Application, New York: Mc-Graw Hill.
[19] Setya Haksama, M. Farid Dimyati Lusno, Diansanto Prayoga, M. Rifqo Hafidzudin Farid,Syadza Syahrah Shedyta, Syahrania Naura Shedysni, Sri Wiwoho Mudjanarko, 2018, Analisis Kinerja Unit Rawat Inap Rumah Sakit X Berdasarkan Kriteria Malcolm Baldrige, JurnalSainHealth Vol. 2 No.2 Edisi September 2018, © Fakultas Ilmu Kesehatan Universitas Maarif Hasyim Latif Sidoarjo, p-ISSN : 2548-8333, e-ISSN : 2549-2586.
[20] Siti Marfu’ah, Liena Sofiana, 2018, Analisis Tingkat Kepatuhan Hand Hygiene Perawat dalam Pencegahan Infeksi Nosokomial, Kes Mas: Jurnal Fakultas Kesehatan Masyarakat, Volume 12, Issue 1, March 2018, pp. 29 ~ 37, ISSN: 1978 – 0575.
[21] Sutojo, T., Edy Mulanto dan Vincent Suhartono. 2011. Kecerdasan Buatan, Penerbit Andi, Yogyakarta.
[22] Suyanto. 2011. Artificial Intelligence, Penerbit Informatika, Bandung.
[23] Theresia Ratnadevi, Norisca Aliza Putriana, 2018, Pengaruh Pelayanan Farmasi Klinis di Rumah Sakit oleh Apoteker pada Kejadian Permasalahan Terkait Obat, SCIENTIA VOL. 8 NO. 1, FEBRUARI 2018, 8 (1) ; 104 – 118, 2018, p-ISSN : 2087-5045, e-ISSN : 2502-1834
[24] Usman, Abdullah, 2017, Sistem Cerdas Diagnosa Penyakit dalam Menggunakan Jaringan Syaraf Tiruan dengan Metode Perceptron, JURNAL IPTEKS TERAPAN Research of Applied Science and Education V11.i4 (312- 322) Kopertis Wilayah X 312, ISSN: 1979-9292, E-ISSN:2460-5611.
[25] Vincent S. M. Tseng, Chao-Hui Lee, 2005, CBS: A New Classification Method by Using Sequential Patterns, Copyright by SIAM, Dept. Computer Science and Information Engineering National Cheng Kang University, Taiwan.
[26] Yasser M. Saber, Fahad Alsharari, 2018, Generalized Fuzzy Ideal Closed Sets on Fuzzy Topological Spaces in Sostak Sense, International Journal of Fuzzy Logic and Intelligent Systems, Vol. 18, No. 3, September 2018, pp. 161-166, http://doi.org/10.5391/IJFIS.2018.18.3.161, ISSN(Print) 1598-2645, ISSN(Online) 2093-744X.
[27] Yue Wu, Biaobiao Zhang, Jiabin Lu & K. -L. Du, 2014, Fuzzy Logic and Neuro-fuzzy Systems: A Systematic Introduction, International Journal of Artificial Intelligence and Expert Systems (IJAE), Volume (2) : Issue (2) : 2011.
[28] Yunita, 2016, Penerapan Logika Fuzzy Dalam Sistem Pendukung Keputusan Pemberian Beasiswa BSM, Jurnal Techno Nusa Mandiri Vol. 42 XIII, No. 1 Maret 2016, ISSN 1978-2136
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How to Cite
Harahap, M., Pratama, A. R., Hutagalung, D. A., Siregar, W., & Sihombing, H. (2019). Monitoring patient health based on medical records using fuzzy logic method. Sinkron : Jurnal Dan Penelitian Teknik Informatika, 3(2), 20-31. https://doi.org/10.33395/sinkron.v3i2.10014
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