Perancangan dan Realisasi Elektrokardiograf Menggunakan Jaringan Saraf Tiruan untuk Identifikasi Kelainan Jantung

-, Rahmat (2009) Perancangan dan Realisasi Elektrokardiograf Menggunakan Jaringan Saraf Tiruan untuk Identifikasi Kelainan Jantung. POLI REKAYASA, 4 (2). pp. 147-158. ISSN 1858-3709

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Official URL: http://www.polinpdg.ac.id

Abstract

Electrocardiogram Signal (ECG) can be identified as an essential process in analyzing condition of heart. This research design and realization electrocardiograph utilizing neural network for identification condition of hearth. The system consist of software and hardware. For testing this system ECG is produced by pantom and patient. Pre-processing is started by make total of data especially and transfer it to frequency spectrum by using fast forier transform method. Data learning is gained by varying pattern of signal in pantom and varying movement of starting point during data sampling process. The system is testified by comparing with data from pantom which have not be learned and data from patient. The testifying result of signal recognition for 25 periods can be seen as Paced signal that can be correctly identified in 100 %, Atrial Fibrilation 96, Bigeminy 100 %, Sinus Bradicardia 92 % and Normal 100 %, with the average percentage of successful recognition indicates 97,6 %. The testifying result of five patient had the average of successful recognition indicates 96 %

Item Type:Article
Subjects:G Technology > GI Electrical engineering. Electronics Nuclear engineering
Divisions:Jurusan Teknik Elektro > Prog.Studi Teknik Elektronika-D3 > Journal, Proceeding
ID Code:522
Deposited By:Mr. OP Repo-1 Puskom
Deposited On:30 Nov 2016 14:31
Last Modified:30 Nov 2016 14:31

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