A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications

In recent years, a number of proposals for electrocardiogram (ECG) monitoring based on mobile systems have been delivered. We propose here an STM32F-microcontroller-based ECG mobile system providing both long-term (several weeks) Holter monitoring and 12-lead ECG recording, according to the clinical...

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Main Authors: Flavio Pineda-López, Andrés Martínez-Fernández, José Luis Rojo-Álvarez, Arcadi García-Alberola, Manuel Blanco-Velasco
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Sensors
Subjects:
ECG
Online Access:https://www.mdpi.com/1424-8220/18/11/3773
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spelling doaj-9592269971fd43e78713658a6c1fafb12020-11-25T00:50:08ZengMDPI AGSensors1424-82202018-11-011811377310.3390/s18113773s18113773A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine ApplicationsFlavio Pineda-López0Andrés Martínez-Fernández1José Luis Rojo-Álvarez2Arcadi García-Alberola3Manuel Blanco-Velasco4Department of Signal Theory and Communications, Telematics and Computing Systems, Rey Juan Carlos University, 28943 Madrid, SpainDepartment of Signal Theory and Communications, Telematics and Computing Systems, Rey Juan Carlos University, 28943 Madrid, SpainDepartment of Signal Theory and Communications, Telematics and Computing Systems, Rey Juan Carlos University, 28943 Madrid, SpainCardiology Service, Arrhythmia Unit, Hospital General Universitario Virgen de la Arrixaca, El Palmar, 30120 Murcia, SpainSignal Theory and Communications Department, Alcalá University, 33600 Madrid, SpainIn recent years, a number of proposals for electrocardiogram (ECG) monitoring based on mobile systems have been delivered. We propose here an STM32F-microcontroller-based ECG mobile system providing both long-term (several weeks) Holter monitoring and 12-lead ECG recording, according to the clinical standard requirements for these kinds of recordings, which in addition can yield further digital compression at stages close to the acquisition. The system can be especially useful in rural areas of developing countries, where the lack of specialized medical personnel justifies the introduction of telecardiology services, and the limitations of coverage and bandwidth of cellular networks require the use of efficient signal compression systems. The prototype was implemented using a small architecture, with a 16-bits-per-sample resolution. We also used a low-noise instrumentation amplifier TI ADS1198, which has a multiplexer and an analog-to-digital converter (16 bits and 8 channels) connected to the STM32F processor, the architecture of which incorporates a digital signal processing unit and a floating-point unit. On the one hand, the system portability allows the user to take the prototype in her/his pocket and to perform an ECG examination, either in 12-lead controlled conditions or in Holter monitoring, according to the required clinical scenario. An app in the smartphone is responsible for giving the users a friendly interface to set up the system. On the other hand, electronic health recording of the patients are registered in a web application, which in turn allows them to connect to the Internet from their cellphones, and the ECG signals are then sent though a web server for subsequent and ubiquitous analysis by doctors at any convenient terminal device. In order to determine the quality of the received signals, system testing was performed in the three following scenarios: (1) The prototype was connected to the patient and the signals were subsequently stored; (2) the prototype was connected to the patient and the data were subsequently transferred to the cellphone; (3) the prototype was connected to the patient, and the data were transferred to the cellphone and to the web via the Internet. An additional benchmarking test with expert clinicians showed the clinical quality provided by the system. The proposed ECG system is the first step and paves the way toward mobile cardiac monitors in terms of compatibility with the electrocardiographic practice, including the long-term monitoring, the usability with 12 leads, and the possibility of incorporating signal compression at the early stages of the ECG acquisition.https://www.mdpi.com/1424-8220/18/11/3773ECGHolterAndroid™telemedicinesignal compression low-bandwidthrural areasSTM32F microcontroller
collection DOAJ
language English
format Article
sources DOAJ
author Flavio Pineda-López
Andrés Martínez-Fernández
José Luis Rojo-Álvarez
Arcadi García-Alberola
Manuel Blanco-Velasco
spellingShingle Flavio Pineda-López
Andrés Martínez-Fernández
José Luis Rojo-Álvarez
Arcadi García-Alberola
Manuel Blanco-Velasco
A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications
Sensors
ECG
Holter
Android™
telemedicine
signal compression low-bandwidth
rural areas
STM32F microcontroller
author_facet Flavio Pineda-López
Andrés Martínez-Fernández
José Luis Rojo-Álvarez
Arcadi García-Alberola
Manuel Blanco-Velasco
author_sort Flavio Pineda-López
title A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications
title_short A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications
title_full A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications
title_fullStr A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications
title_full_unstemmed A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications
title_sort flexible 12-lead/holter device with compression capabilities for low-bandwidth mobile-ecg telemedicine applications
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2018-11-01
description In recent years, a number of proposals for electrocardiogram (ECG) monitoring based on mobile systems have been delivered. We propose here an STM32F-microcontroller-based ECG mobile system providing both long-term (several weeks) Holter monitoring and 12-lead ECG recording, according to the clinical standard requirements for these kinds of recordings, which in addition can yield further digital compression at stages close to the acquisition. The system can be especially useful in rural areas of developing countries, where the lack of specialized medical personnel justifies the introduction of telecardiology services, and the limitations of coverage and bandwidth of cellular networks require the use of efficient signal compression systems. The prototype was implemented using a small architecture, with a 16-bits-per-sample resolution. We also used a low-noise instrumentation amplifier TI ADS1198, which has a multiplexer and an analog-to-digital converter (16 bits and 8 channels) connected to the STM32F processor, the architecture of which incorporates a digital signal processing unit and a floating-point unit. On the one hand, the system portability allows the user to take the prototype in her/his pocket and to perform an ECG examination, either in 12-lead controlled conditions or in Holter monitoring, according to the required clinical scenario. An app in the smartphone is responsible for giving the users a friendly interface to set up the system. On the other hand, electronic health recording of the patients are registered in a web application, which in turn allows them to connect to the Internet from their cellphones, and the ECG signals are then sent though a web server for subsequent and ubiquitous analysis by doctors at any convenient terminal device. In order to determine the quality of the received signals, system testing was performed in the three following scenarios: (1) The prototype was connected to the patient and the signals were subsequently stored; (2) the prototype was connected to the patient and the data were subsequently transferred to the cellphone; (3) the prototype was connected to the patient, and the data were transferred to the cellphone and to the web via the Internet. An additional benchmarking test with expert clinicians showed the clinical quality provided by the system. The proposed ECG system is the first step and paves the way toward mobile cardiac monitors in terms of compatibility with the electrocardiographic practice, including the long-term monitoring, the usability with 12 leads, and the possibility of incorporating signal compression at the early stages of the ECG acquisition.
topic ECG
Holter
Android™
telemedicine
signal compression low-bandwidth
rural areas
STM32F microcontroller
url https://www.mdpi.com/1424-8220/18/11/3773
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