Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 6 No 7 (2022): Juli 2022

Implementasi Sistem Pendeteksi Premature Atrial Contraction (PAC) menggunakan Metode Naive Bayes Classifier

Rosyana Lencie Mampioper (Fakultas Ilmu Komputer, Universitas Brawijaya)
Rizal Maulana (Fakultas Ilmu Komputer, Universitas Brawijaya)
Barlian Henryranu Prasetio (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
16 Aug 2022

Abstract

Heart disease or cardiovascular disease is one of leading causes of death worldwide. In Indonesia there are more than two million cases per year. Premature Atrial Contraction (PAC) is a heart disease in the atrium section where this heart rhythm disturbance occurs with symptoms of a faster or slower and irregular heartbeat. Currently, Premature Atrial Contraction (PAC) examination is performed by cardiologists with patients undergoing ECG tests. However, the cost of ECG examination is quite expensive and also the pandemic conditions caused restrictions to public places and hospitals. Therefore, a solution is offered in this study to identify early PAC heart rhythm disorders. This study makes a prototype using several devices such as Arduino Nano as Microcontroller, AD8232 Sensor and Electrodes to get ECG signal and also LCD to display the heart information output either “normal” or “PAC”. The main features in this system are RR intervals and QRS complex and apply classification using Naive Bayes Classifier. The results of the naive bayes classification in this study achieved an accuracy value of 91,67% using 24 training data and 12 testing data with an average computation time of 3,35 milisecond.

Copyrights © 2022






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 ...