Evidence map›Paper›PMID 42783148›Full record

ArticleBiosensors2026

Interval-Level Validation of a Wearable Dry-Electrode ECG Biosensor Platform: A Proof-of-Concept Study.

Avshalom Shaffer, Daniel Possti, Yizhaq Shmayahu, Deganit Barak-Shinar, Roy Beigel, David Hochstein, Rona Haker, Yael Hanein, Hila Meiri, Oliana Vazhgovsky and 1 more

Abstract read
In one paragraph

Article in Biosensors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Avshalom ShafferThe Engineering Medical Research Lab, Sheba Medical Center, Ramat Gan 52621, Israel.ORCID 0009-0006-9668-7266
Daniel PosstiX-Trodes Ltd., Herzliya 4673304, Israel.
Yizhaq ShmayahuX-Trodes Ltd., Herzliya 4673304, Israel.
Deganit Barak-ShinarX-Trodes Ltd., Herzliya 4673304, Israel.
Roy BeigelThe Leviev Heart Institute, Sheba Medical Center, Ramat Gan 52621, Israel.
David HochsteinThe Engineering Medical Research Lab, Sheba Medical Center, Ramat Gan 52621, Israel.
Rona HakerX-Trodes Ltd., Herzliya 4673304, Israel.
Yael HaneinX-Trodes Ltd., Herzliya 4673304, Israel.ORCID 0000-0002-4213-9575
Hila MeiriDepartment of General Surgery and Transplantation, Sheba Medical Center, Ramat Gan 52621, Israel.
Oliana VazhgovskyThe Engineering Medical Research Lab, Sheba Medical Center, Ramat Gan 52621, Israel.ORCID 0009-0005-9921-3034
Shai Tejman-YardenThe Engineering Medical Research Lab, Sheba Medical Center, Ramat Gan 52621, Israel.ORCID 0000-0001-8095-4303

Funding

X-trodes Ltd. N/A
6 · The paper itself

Abstract

Wearable dry-electrode electrocardiographic (ECG) systems may enable longer and more comfortable rhythm monitoring, but their interval-level measurement fidelity requires validation against reference acquisition systems. In this single-center proof-of-concept study, 20 participants (10 healthy volunteers and 10 cardiology patients) underwent simultaneous ECG recordings with a U.S. Food and Drug Administration (FDA)-cleared wearable dry-electrode platform (X-trodes System M) and a wired reference system (MP150 with ECG100C module, Biopac Systems). Three-minute paired segments were recorded and underwent temporal synchronization, bandpass filtering, baseline correction, automated discrete-wavelet peak detection in NeuroKit2 (version 0.2.10), and standardized manual adjudication. After predefined exclusions for temporal alignment and P-wave detection quality, agreement was assessed in nine cardiac and ten healthy participants for RR intervals and in seven cardiac and eight healthy participants for P-to-R peak intervals. RR interval agreement was excellent in the healthy and cardiac cohorts, with a mean bias of 0.4 ± 3.1 ms and 0.1 ± 4.6 ms and mean absolute error (MAE) of 0.97 ms and 1.28 ms, respectively. Intraclass correlation coefficient (ICC) was over 0.99 for both cohorts. P-to-R peak interval agreement was strong, with an MAE of 1.76 ms and 7.14 ms and ICC of 0.96 and 0.98, respectively. These findings provide preliminary evidence of interval-level agreement for the X-trodes wearable dry-electrode ECG biosensor platform under controlled, short-duration daytime conditions. Because the matched interval pairs were clustered within a small number of participants, the findings should be regarded as proof-of-concept evidence supporting larger ambulatory validation studies rather than as definitive clinical validation.

Indexed as

Biosensing TechniquesElectrocardiographyWearable Electronic DevicesAdultElectrodesFemaleHumansMaleMiddle AgedProof of Concept StudybiosensorsBland–Altman analysiscardiac monitoringdry electrodesP-to-R peak intervalRR intervalsignal validationwearable ECG

Identifiers

PMID42783148
PMCPMC13604097

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.