Evidence map›Paper›PMID 38632263›Full record

ArticleScientific reports2024

ECG signal quality in intermittent long-term dry electrode recordings with controlled motion artifacts.

Atte Joutsen, Alper Cömert, Emma Kaappa, Kirsi Vanhatalo, Jarno Riistama, Antti Vehkaoja, Hannu Eskola

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

25 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  9. Wearable Flexible Sensors for Cardiovascular Disease Monitoring.Advanced materials (Deerfield Beach, Fla.) · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Atte JoutsenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland. atte.joutsen@tuni.fi.
Alper CömertFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Emma KaappaFaculty of Engineering and Natural Sciences, Tampere University, Tampere, Finland.
Kirsi VanhataloFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Jarno RiistamaRoyal Philips, Best, The Netherlands.
Antti VehkaojaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Hannu EskolaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Funding

Tampere University Hospital Support Foundation MK355
6 · The paper itself

Abstract

Wearable long-term monitoring applications are becoming more and more popular in both the consumer and the medical market. In wearable ECG monitoring, the data quality depends on the properties of the electrodes and on how they interface with the skin. Dry electrodes do not require any action from the user. They usually do not irritate the skin, and they provide sufficiently high-quality data for ECG monitoring purposes during low-intensity user activity. We investigated prospective motion artifact-resistant dry electrode materials for wearable ECG monitoring. The tested materials were (1) porous: conductive polymer, conductive silver fabric; and (2) solid: stainless steel, silver, and platinum. ECG was acquired from test subjects in a 10-min continuous settling test and in a 48-h intermittent long-term test. In the settling test, the electrodes were stationary, whereas both stationary and controlled motion artifact tests were included in the long-term test. The signal-to-noise ratio (SNR) was used as the figure of merit to quantify the results. Skin-electrode interface impedance was measured to quantify its effect on the ECG, as well as to leverage the dry electrode ECG amplifier design. The SNR of all electrode types increased during the settling test. In the long-term test, the SNR was generally elevated further. The introduction of electrode movement reduced the SNR markedly. Solid electrodes had a higher SNR and lower skin-electrode impedance than porous electrodes. In the stationary testing, stainless steel showed the highest SNR, followed by platinum, silver, conductive polymer, and conductive fabric. In the movement testing, the order was platinum, stainless steel, silver, conductive polymer, and conductive fabric.

Indexed as

ArtifactsStainless SteelElectric ImpedanceElectrocardiographyElectrodesHumansPlatinumPolymersProspective StudiesSilverPlatinumPolymersSilverStainless SteelBiomedical electrodesElectrocardiographyImpedanceMaterials testingSignal-to-noise ratioSkin–electrode interface

Identifiers

PMID38632263
PMCPMC11024137

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Registered trials

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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.