Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 2 No 11 (2018): November 2018

Implementasi Sistem Pendeteksi Premature Ventricular Contraction (PVC) Aritmia Menggunakan Metode Naive Bayes

Gusti Arief Gilang (Fakultas Ilmu Komputer, Universitas Brawijaya)
Rizal Maulana (Fakultas Ilmu Komputer, Universitas Brawijaya)
Wijaya Kurniawan (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
17 Jul 2018

Abstract

Premature Ventricular Contraction (PVC) Arrhythmia is an anomaly heartbeat that occurs because of the heartbeat rhythm disorder in the ventricles. PVC that happens too often can lead to dangerous disease such as heart failure.From this problem, it is necessary to make a system that detect the type of PVC that can be used independently so it can reduce the number of individuals who have a heart disease because of PVC. This research has a parameter used to make a comparison on each type of PVC, that is heartbeat time interval and BPM by using ECG technique to measure the heartbeat. Determination of PVC type with those parameters is obtained from ECG AD8232 sensor value by Arduino Uno using Naive Bayes method. Naive Bayes is used in this research because PVC can be classified by using nine features as the basis, that is eight R Interval value and BPM value. This research outputs is displayed using Processing. A BPM tests of this research gives 8,558% percentage average error. Furthermore, a classification result test using Naive Bayes with 46 training data and 14 test data gives 92,857% accuration with 7,2 second average computation time.

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Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...