The Study of the Electrocardiography Monitoring for the Elderly Based on Smart Clothes

Wang, Yuhan; Chung, Chyan‐Goei; Lin, Chung‐Chih; Lin, Chih‐Ming

doi:10.1109/icist.2018.8426159

Cited by 8 publications

(8 citation statements)

References 9 publications

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“…The third category of home-based ECG monitoring involves elderly monitoring; several systems have been developed, among which include [24,[113][114][115]. Mena et al [115] proposed a mobile personal elderly health monitoring for automated classification of ECG signals using machine learning techniques.…”

Section: Context-aware Ecg Monitoring Systemsmentioning

confidence: 99%

“…A wearable ECG monitor is integrated with a self-designed wireless sensor for ECG signal acquisition and is used with a native, purposely designed smartphone application. Other alternative studies [24,113,114] introduced various smart features to ECG monitoring systems for the elderly people. Smartness is introduced in the elderly monitoring environment where a novel monitoring framework is proposed in [113] to provide flexibility and enable interoperability between a myriad of healthcare monitoring devices.…”

Section: Context-aware Ecg Monitoring Systemsmentioning

confidence: 99%

“…It relies on the analytics of evidence-based data collected from sensors, as well as the massive data collected from social networks. Smartness was also implemented in [114] through smart clothes for elderly ECG monitoring, which consisted of conductive fiber clothes to acquire ECG, a gateway to relay the data, and a server to process the data.…”

Section: Context-aware Ecg Monitoring Systemsmentioning

confidence: 99%

“…The elderly population was the objective of a good number of publications in the reviewed literature. Some of these researches study wearable devices for monitoring elderly activities [114,196], others propose the use of smartphones for monitoring [197], and forecasting short-term health conditions [198]. Daily activities using wearable monitoring devices were addressed in [33][34][35].…”

Section: Service-based Monitoring Systemsmentioning

confidence: 99%

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ECG Monitoring Systems: Review, Architecture, Processes, and Key Challenges

Serhani

Kassabi

Ismail

et al. 2020

Sensors

231

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Health monitoring and its related technologies is an attractive research area. The electrocardiogram (ECG) has always been a popular measurement scheme to assess and diagnose cardiovascular diseases (CVDs). The number of ECG monitoring systems in the literature is expanding exponentially. Hence, it is very hard for researchers and healthcare experts to choose, compare, and evaluate systems that serve their needs and fulfill the monitoring requirements. This accentuates the need for a verified reference guiding the design, classification, and analysis of ECG monitoring systems, serving both researchers and professionals in the field. In this paper, we propose a comprehensive, expert-verified taxonomy of ECG monitoring systems and conduct an extensive, systematic review of the literature. This provides evidence-based support for critically understanding ECG monitoring systems’ components, contexts, features, and challenges. Hence, a generic architectural model for ECG monitoring systems is proposed, an extensive analysis of ECG monitoring systems’ value chain is conducted, and a thorough review of the relevant literature, classified against the experts’ taxonomy, is presented, highlighting challenges and current trends. Finally, we identify key challenges and emphasize the importance of smart monitoring systems that leverage new technologies, including deep learning, artificial intelligence (AI), Big Data and Internet of Things (IoT), to provide efficient, cost-aware, and fully connected monitoring systems.

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Section: Context-aware Ecg Monitoring Systemsmentioning

confidence: 99%

Section: Context-aware Ecg Monitoring Systemsmentioning

confidence: 99%

Section: Context-aware Ecg Monitoring Systemsmentioning

confidence: 99%

Section: Service-based Monitoring Systemsmentioning

confidence: 99%

See 2 more Smart Citations

ECG Monitoring Systems: Review, Architecture, Processes, and Key Challenges

Serhani

Kassabi

Ismail

et al. 2020

Sensors

231

View full text Add to dashboard Cite

show abstract

“…According to the obtained results, a specific circuit optimization method was proposed. Moreover, these results could be exploited by numerous real applications, such as drivers’ safety [ 21 , 28 , 29 , 30 , 31 , 32 , 33 ], remote monitoring of the elderly [ 34 , 35 , 36 , 37 ], sleep monitoring [ 20 , 38 , 39 , 40 , 41 , 42 ], human identification [ 43 , 44 , 45 , 46 ] and emotion recognition [ 47 , 48 , 49 , 50 ].…”

Section: Introductionmentioning

confidence: 99%

Development and Test of a Portable ECG Device with Dry Capacitive Electrodes and Driven Right Leg Circuit

Zompanti

Sabatini

Grasso

et al. 2021

Sensors

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The use of wearable sensors for health monitoring is rapidly growing. Over the past decade, wearable technology has gained much attention from the tech industry for commercial reasons and the interest of researchers and clinicians for reasons related to its potential benefit on patients’ health. Wearable devices use advanced and specialized sensors able to monitor not only activity parameters, such as heart rate or step count, but also physiological parameters, such as heart electrical activity or blood pressure. Electrocardiogram (ECG) monitoring is becoming one of the most attractive health-related features of modern smartwatches, and, because cardiovascular disease (CVD) is one of the leading causes of death globally, the use of a smartwatch to monitor patients could greatly impact the disease outcomes on health care systems. Commercial wearable devices are able to record just single-lead ECG using a couple of metallic contact dry electrodes. This kind of measurement can be used only for arrhythmia diagnosis. For the diagnosis of other cardiac disorders, additional ECG leads are required. In this study, we characterized an electronic interface to be used with multiple contactless capacitive electrodes in order to develop a wearable ECG device able to perform several lead measurements. We verified the ability of the electronic interface to amplify differential biopotentials and to reject common-mode signals produced by electromagnetic interference (EMI). We developed a portable device based on the studied electronic interface that represents a prototype system for further developments. We evaluated the performances of the developed device. The signal-to-noise ratio of the output signal is favorable, and all the features needed for a clinical evaluation (P waves, QRS complexes and T waves) are clearly readable.

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Design of real-time ECG monitoring wearable equipment based on the Holter system

Liu

Zhang

2022

2022 4th International Academic Exchange Conference on Science and Technology Innovation (IAECST)

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The Study of the Electrocardiography Monitoring for the Elderly Based on Smart Clothes

Cited by 8 publications

References 9 publications

ECG Monitoring Systems: Review, Architecture, Processes, and Key Challenges

ECG Monitoring Systems: Review, Architecture, Processes, and Key Challenges

Development and Test of a Portable ECG Device with Dry Capacitive Electrodes and Driven Right Leg Circuit

Design of real-time ECG monitoring wearable equipment based on the Holter system

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