<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Technology is developed to benefit society. One of the applications of technology in the healthcare sector is telehealth monitoring system. The system proposes a new way of communication between the doctor and the patient, even in a very remote location. In this paper, we elaborate the progress and challenges regarding the development of Tele-ECG in Indonesia, which includes data acquisition, feature extraction, data compression, classification algorithm, mobile and web development system and small device implementation on an FPGA board. The classification is conducted by using LVQ, GLVQ, FNLVQ, FNLVQ-PSO, FNGLVQ, and AM-GLVQ. The compression is conducted by using SPIHT algorithm. Tele-ECG can assist in monitoring heartbeat anomalies and reduce the risk of heart attack. It could also be a solution for infrastructure discrepancy in healthcare.</p>
</abstract>

Technology is developed to benefit society. One of the applications of technology in the healthcare sector is telehealth monitoring system. The system proposes a new way of communication between the doctor and the patient, even in a very remote location. In this paper, we elaborate the progress and challenges regarding the development of Tele-ECG in Indonesia, which includes data acquisition, feature extraction, data compression, classification algorithm, mobile and web development system and small device implementation on an FPGA board. The classification is conducted by using LVQ, GLVQ, FNLVQ, FNLVQ-PSO, FNGLVQ, and AM-GLVQ. The compression is conducted by using SPIHT algorithm. Tele-ECG can assist in monitoring heartbeat anomalies and reduce the risk of heart attack. It could also be a solution for infrastructure discrepancy in healthcare.

Developing smart Tele-ECG system for early detection and monitoring heart diseases based on ECG signal: progress and challenges

International Journal on Smart Sensing and Intelligent Systems

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

running-head

Technology is developed to benefit society. One of the applications of technology in the healthcare sector is telehealth monitoring system. The system proposes...

Developing smart Tele-ECG system for early detection and monitoring heart diseases based on ECG signal: progress and challenges

Article Category: research-article

Published Online: Nov 29, 2019

Page range: 1 - 28

Received: Apr 02, 2018

DOI: https://doi.org/10.21307/ijssis-2019-009

Keywords
Telehealth, ECG, LVQ, GLVQ, FNLVQ, FNLVQ-PSO, FNGLVQ, AM-GLVQ, SPIHT, FPGA

© 2019 Wisnu Jatmiko et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Developing smart Tele-ECG system for early detection and monitoring heart diseases based on ECG signal: progress and challenges

Article Category: research-article

Published Online: Nov 29, 2019

Page range: 1 - 28

Received: Apr 02, 2018

DOI: https://doi.org/10.21307/ijssis-2019-009

KeywordsTelehealth, ECG, LVQ, GLVQ, FNLVQ, FNLVQ-PSO, FNGLVQ, AM-GLVQ, SPIHT, FPGA

© 2019 Wisnu Jatmiko et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Keywords
Telehealth, ECG, LVQ, GLVQ, FNLVQ, FNLVQ-PSO, FNGLVQ, AM-GLVQ, SPIHT, FPGA