Wearable ECG platform for continuous cardiac monitoring

Preejith, S P; Dhinesh, R; Joseph, Jayaraj; Sivaprakasam, Mohanasankar

doi:10.1109/embc.2016.7590779

Cited by 53 publications

(29 citation statements)

References 8 publications

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“…(Smart Jacket [149,150]), (IoT [17]) Episodic (alarm-based [32]) Traditional Ad hoc (ECG Check [146]), (lab-designed single-lead [112]), (analog heart rate sensor [31]), (three-lead wet electrodes [152]) Continuous (single lead EMP and 12-leads 24-h Holter [125]), (Smart Shirt [5]), (T-shirts/bed sheets with electrodes [154]), (single-lead wireless [6]), (wearable, washable, [155,156]),…”

Section: Computational Dimension Monitoring Frequency Selected Papersmentioning

confidence: 99%

“…Recent advancements in wireless ECG monitoring systems have produced a wide variety of real-time monitoring systems, ranging from wearable textile-based monitoring systems, such as smart shirts [5] and textile electrodes [154][155][156], to contactless [157] ECG monitoring systems. In real-time setups, patients can measure ECG signals while doing normal real-life activities [161].…”

Section: Real-time Ecg Monitoringmentioning

confidence: 99%

“…Continuous heart rate monitoring and immediate heartbeat detection are primary concerns in contemporary healthcare. Experimental evidence has shown that many of the CVDs could be better diagnosed, controlled, and prevented through continuous monitoring, as well as analysis of electrocardiogram (ECG) signals [4][5][6][7][8][9]. Hence, the monitoring of physiological signals, such as electrocardiogram (ECG) signals, offers a new holistic paradigm for the assessment of CVDs, supporting disease control and prevention.…”

Section: Introductionmentioning

confidence: 99%

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

Serhani

Kassabi

Ismail

et al. 2020

Sensors

215

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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: Computational Dimension Monitoring Frequency Selected Papersmentioning

confidence: 99%

Section: Real-time Ecg Monitoringmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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

Serhani

Kassabi

Ismail

et al. 2020

Sensors

215

View full text Add to dashboard Cite

show abstract

“…The cardiovascular electrical action, heart pulse variations and real‐time constant heart rates are monitored and saved by the remote ECG patches which are recently accessible in market . These screens are either transferring the crude information towards a primary station or save the information in memory on behalf of later investigation.…”

Section: Introductionmentioning

confidence: 99%

“…15 The cardiovascular electrical action, heart pulse variations and real-time constant heart rates are monitored and saved by the remote ECG patches which are recently accessible in market. 16 These screens are either transferring the crude information towards a primary station or save the information in memory on behalf of later investigation. They are not able to give clinical crucial investigation and support in decision creation and therefore these gadgets are not broadly utilized for continuous checking.…”

mentioning

confidence: 99%

EPOWT: A denoising technique of the electrocardiography signal transmission via 5G wireless communications

Bhuyar¹,

Kureshi

2019

Trans Emerging Tel Tech

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This article provides a thorough review of 5G wireless electrocardiography (ECG) communication for actual cardiac signal using both technical and clinical features for the purpose of recommending real‐time observation. Major issue regarding this frame work is the distortion and smoothness of ECG signal for the cardiologist advice also it needs correct diagnosis at the proper time. Extensive 5G wireless simulated scenarios are used to supervise the compressed ECG signal on reception. An efficient ECG transmission protocol is a modern and consistent ECG transmission protocol which is used to retransmit the noise signals. Thus, we are filtering the ECG signals to improve the quality which may directly affects the medical diagnosis. Because, time and frequency indicators can be obtained by the wavelet analysis but majority of the error functions cannot be flexible to various signals because of the static transition curve of threshold. Hence, we proposed a new emperor penguin optimization (EPO) together with wavelet thresholding (EPOWT) method. Here, the EPOWT is estimated through the means of real‐time ECG records. The outcomes of filtering process shows that the proposed EPOWT approach can achieve smooth threshold transition and soft thresholding bring the wavelet coefficient. EPOEPO algorithm is used to improve its flexibility to different signals. The EPOWT can generate an essential noise‐free signal by balancing the smoothness and signal distortion filtering for transmission. The proposed method can attains 2.9 seconds delay during simulation. Thus, the 5G wireless channel parameter's functioning zone is simple to acquire.

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A Chest‐Conformable, Wireless Electro‐Mechanical E‐Tattoo for Measuring Multiple Cardiac Time Intervals

Bhattacharya

Nikbakht

Alden

et al. 2023

Adv Elect Materials

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Cardiovascular diseases are the leading cause of death globally. Noninvasive, accurate, and continuous cardiovascular monitoring can enable the preemptive detection of heart diseases and timely intervention to prevent serious cardiac complications. However, unobtrusive, ambulatory, and comprehensive cardiac monitoring is still a challenge as conventional electronics are rigid, heavy, or consume too much power for long‐term measurement. This work presents a thin (200 µm), stretchable (20%), lightweight (2.5 g), wireless, and low‐power (<3 mW) cardiac monitoring device that conforms to the human chest like a temporary tattoo sticker, correspondingly known as an e‐tattoo. This chest e‐tattoo features dual‐mode electro‐mechanical sensing—bio‐electric cardiac signals via electrocardiography and mechanical cardiac rhythm via seismocardiography. A unique peripheral synchronization strategy between the two sensors enables the measurement of systolic time intervals like the pre‐ejection period and the left ventricular ejection time with high accuracy (error = −0.44 ± 8.74 ms) while consuming very low power. The e‐tattoo is validated against clinically approved gold‐standard instruments on five human subjects. The good wearability and low power consumption of this e‐tattoo permit 24‐h continuous ambulatory monitoring.

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Wearable ECG platform for continuous cardiac monitoring

Cited by 53 publications

References 8 publications

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

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

EPOWT: A denoising technique of the electrocardiography signal transmission via 5G wireless communications

A Chest‐Conformable, Wireless Electro‐Mechanical E‐Tattoo for Measuring Multiple Cardiac Time Intervals

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