1. DSpace Universitas Potensi Utama
  2. Penelitian Dosen Universitas Potensi Utama
  3. Rika Rosnelly
  4. A Paper
Please use this identifier to cite or link to this item: http://repository.potensi-utama.ac.id/jspui/jspui/handle/123456789/5621
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dc.contributor.authorRosnelly, Rika-
dc.date.accessioned2023-04-27T05:03:19Z-
dc.date.available2023-04-27T05:03:19Z-
dc.date.issued2020-05-30-
dc.identifier.issn2685-4236-
dc.identifier.urihttp://repository.potensi-utama.ac.id/jspui/jspui/handle/123456789/5621-
dc.descriptionThe heart is an important organ in the human body and it is a myogenic contract without the signal of the nervous system. Pacemakers will generate signal waves for contracts and delays in AV nodes[1]. Then, the signal is passed to the peak of the heart and is scattered throughout the ventricle. This is a heart process for pumping oxygenated blood throughout the body. However, these organs still have failures or abnormal activity for some reason. Heart abnormalities will occur as blood pumps fail for the rest of the body in the heart beating normally[2]. This will happen when a blood clot is blocked by an artery connected to the heart. The presence of blood clots will make the arteries narrow and disrupt the transportation system in the human body. In a short period, the heart will be weak, and the blood containing oxygen pumped throughout the body will be lacking, causing the cells in the body to lack oxygen [3]. This will cause a heart attack. Heart disease is a cardiovascular disease that is a major health problem throughout the country. Heart disease is currently one of the highest causes of death. Death from heart disease throughout the United States reaches 959,227 sufferers, i.e. 41.4% of all deaths or every day 2,600 inhabitants died from heart disease. In Indonesia, the death caused by heart disease reaches 9.7% with 5.1% is ischemic Heart sufferer [4]. Heart disease is a narrowing or blockage (arteriosclerosis) of a coroner artery caused by a buildup of fatty substances (cholesterol, triglycerides) that are getting longer and accumulate under the deepest layer (endothelium) of the artery wall. As a result of the blockage itself, the supply of chemical energy to the heart muscle decreases, so there is a disturbance of the balance between supply and blood requirements [5]. Coronary heart disease is a condition of a person who has an obstruction in the heart vein due to plaque buildup. One factor in the occurrence of coronary heart disease is the pattern of poor food consumption that increases the level of fat in the body[6]. Coronary heart disease (CHD) is a form of cardiovascular disease that has become the number one cause of death in the world [7]. Conventional Analytical techniques that have been used as long as it is not as effectively used to diagnose because this technique causes bias, errors, and excessive medical costs affecting the quality of services provided to patients. Along with the development of medical knowledge-based systems, the demand for the use of computer-based knowledge systems as an analytical technique in diagnosing disease becomes increasingly important. Therefore, it is time to develop a computer-based knowledge system that is modern, effective, and efficient in diagnosing diseases [8].en_US
dc.description.abstractCardiac disorders refer to irregular activity at the heart. Cardiac abnormalities sometimes do not exhibit any and unreasonable symptoms that can lead to sudden death due to heart-cracking functions. This article is to develop a program capable to detect cardiac abnormalities activity through the application of Multilayer Perceptron (MLP). A certain number of heart rate signal data from an electrocardiogram (EKG) will be used in this paper to train and to test the network performance of the MLP. MLP is trained by several techniques that Backpropagation (BP), Bayesian regularity (BR), and Levenberg-Marquardt (LM).en_US
dc.publisherJurnal Mantiken_US
dc.relation.ispartofseriesVolume 4, Number 1, May 2020;555-561-
dc.subjectActivation, Multilayer Perceptron, Electrocardiogram, Backpropagation, Bayesian Regularityen_US
dc.titleThe Activity Activation Function Of Multilayer Perceptron - Based Cardiac Abnormalitiesen_US
dc.typeOtheren_US
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