Evidence map›Paper›PMID 42645043›Full record

ArticleBiosensors2026

Laser-Induced Graphene Electrodes for Wrist-Worn Impedance Plethysmography Measurements: A Feasibility Study.

Jorge A Uc-Martín, Alejandro Cortés-Díaz-Sandi, Ilianny Castellón-Pérez, Roberto G Ramírez-Chavarría

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.

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0cells of the map it votes in
0citing papers in PubMed
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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

4 authors.

Jorge A Uc-MartínInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico.ORCID 0009-0006-4810-3641
Alejandro Cortés-Díaz-SandiInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico.ORCID 0009-0006-6461-517X
Ilianny Castellón-PérezInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico.ORCID 0009-0002-8078-6447
Roberto G Ramírez-ChavarríaInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico.ORCID 0000-0003-1825-4917

Funding

University of Illinois System-UNAM Joint Research Partnership Program GBioZ
6 · The paper itself

Abstract

Electrical bioimpedance (BioZ) has emerged as a promising technique for the non-invasive monitoring of physiological parameters, owing to its ability to map functional activity into electrical changes. Particularly, impedance plethysmography (IPG) is used to track blood volume changes associated with cardiac activity. However, developing flexible, low-cost devices with enough sensitivity to serve as high-precision for IPGs remains an open challenge. In this work, we introduce laser-induced graphene (LIG) electrodes as an attractive alternative for IPG measurements. The electrodes were fabricated by generating LIG on a polyimide substrate using a 405 nm laser diode and were subsequently characterized morphologically, structurally, and electrically to produce a wrist-worn cardiac impedance sensor (WCIS). The design of the WCIS is based on interdigitated electrodes to detect IPG variations at the radial artery, from which the heart rate is estimated. We show experimental results on IPG signal analysis and its validation against electrocardiogram (ECG) signals as the gold standard. As a result, a mean absolute error (MAE) of 1.7 bpm, a root mean square error (RMSE) of 2.1 bpm, and a limit of agreement of approximately ±6 bpm were obtained. These outcomes demonstrate the feasibility of the WCIS as a promising, low-cost alternative for continuous, non-invasive cardiovascular monitoring in portable devices, based on the IPG principle.

Indexed as

Biosensing TechniquesGraphiteElectric ImpedanceElectrocardiographyElectrodesFeasibility StudiesHeart RateHumansLasersPlethysmography, ImpedanceWristGraphiteelectrical impedance plethysmography (IPG)electrocardiogramheart-rate estimationlaser-induced graphenenon-invasivewrist-worn cardiac impedance sensor

Identifiers

PMID42645043
PMCPMC13511197

What OpenQuestion holds

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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.