ArticleBiosensors2021
Detection of the Complete ECG Waveform with Woven Textile Electrodes.
Article in Biosensors, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed.
- Wearable Electrocardiogram Technologies for the Early Detection of Acute Coronary Syndromes.JACC. Asia · 2026Review
- DCPA-SNN, Direct-Coding-Physics-Aware Spiking Neural Network: A Framework for Wearable ECG Denoising Under Dynamic-Noise Conditions.Sensors (Basel, Switzerland) · 2026Article
- Flexible dry electrodes for electrocardiographic monitoring: Working principles, design strategies, and recent advances.iScience · 2025Review
- Smart Textile Technology for the Monitoring of Mental Health.Sensors (Basel, Switzerland) · 2025Review
- Stretchable Ag/AgCl Nanowire Dry Electrodes for High-Quality Multimodal Bioelectronic Sensing.Sensors (Basel, Switzerland) · 2024Article
- Fully Screen-Printed and Gentle-to-Skin Wet ECG Electrodes with Compact Wireless Readout for Cardiac Diagnosis and Remote Monitoring.ACS nano · 2024Article
- Frontiers of Wearable Biosensors for Human Health Monitoring.Biosensors · 2023Article
- Modeling the Design Characteristics of Woven Textile Electrodes for long-Term ECG Monitoring.Sensors (Basel, Switzerland) · 2023Article
- Design, Characterization, and Performance of Woven Fabric Electrodes for Electrocardiogram Signal Monitoring.Sensors (Basel, Switzerland) · 2022Article
- Article
- Development and Characterization of Embroidery-Based Textile Electrodes for Surface EMG Detection.Sensors (Basel, Switzerland) · 2022Article
- Smart Electronic Textiles for Wearable Sensing and Display.Biosensors · 2022Review
- Research Progress of ECG Monitoring Equipment and Algorithms Based on Polymer Materials.Micromachines · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Wearable physiological monitoring systems are becoming increasingly prevalent in the push toward autonomous health monitoring and offer new modalities for playful and purposeful interaction within human computer interaction (HCI). Sensing systems that can be integrated into garments and, therefore, daily activities offer promising pathways toward ubiquitous integration. The electrocardiogram (ECG) signal is commonly monitored in healthcare and is increasingly utilized as a method of determining emotional and psychological state; however, the complete ECG waveform with the P, Q, R, S, and T peaks is not commonly used, due to the challenges associated with collecting the full waveform with wearable systems. We present woven textile electrodes as an option for garment-integrated ECG monitoring systems that are capable of capturing the complete ECG waveform. In this work, we present the changes in the peak detection performance caused by different sizes, patterns, and thread types with data from 10 human participants. These testing results provide empirically-derived guidelines for future woven textile electrodes, present a path forward for assessing design decisions, and highlight the importance of testing novel wearable sensor systems with more than a single individual.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.