Evidence map›Paper›PMID 41262003›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Systematic Benchmarking of a Noise-Tolerant Conductive Hydrogel Electrode for Epidermal Bioelectronics.

Nazmi Alsaafeen, Ioannis Ziogas, Shirina Alsaedi, Mouza Alshehhi, Shahd Almheiri, Adil Rehman, Khulood Al Shehhi, Hani Saleh, Ahsan Khandoker, Charalampos Pitsalidis and 2 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Data-Driven Design of Self-Adhesive Epidermal Electrodes and Sensors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Review
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

12 authors.

Nazmi AlsaafeenDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.ORCID https://orcid.org/0000-0002-2124-8932
Ioannis ZiogasDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Shirina AlsaediDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Mouza AlshehhiDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Shahd AlmheiriDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Adil RehmanDepartment of Computer and Information Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Khulood Al ShehhiDepartment of Physics, Khalifa University, Abu Dhabi, 127788, UAE.
Hani SalehDepartment of Computer and Information Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Ahsan KhandokerDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.
Charalampos PitsalidisDepartment of Physics, Khalifa University, Abu Dhabi, 127788, UAE.
Antoun KhawajaKhawaja Medical Technologies GmBH, 82041, Munich, Deisenhofen, Germany.
Anna-Maria PappaDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi, 127788, UAE.ORCID https://orcid.org/0000-0002-7980-4073

Funding

Center for Catalysis and Separations (CeCaS) FSU-2022-009Center for Catalysis and Separations (CeCaS) RC2-2018-024Healthcare Engineering Innovation Center RC2-2018-022Khalifa University 5032-FSU-2022-007Khalifa University Center for Cyber-Physical SystemsKhalifa University of Science and Technology RIG-2024-066System-on-Chip Center (SoCC) RC2-2018-020
6 · The paper itself

Abstract

Conventional Silver/Silver Chloride (Ag/AgCl) electrodes remain the clinical standard for electrophysiological monitoring but are hindered by poor skin conformity, mechanical rigidity, and signal degradation, particularly under motion or sweat. Here, two hydrogel-based alternatives are presented and benchmarked using a wireless commercial platform: a porous poly(3,4-ethylenedioxythiophene):polystyrene sulfonate scaffold infused with hydrogel (PPSCF), and an all-hydrogel, crosslinker-free electrode (PPHG) synthesizes via a scalable, one-pot process. PPHG demonstrates intrinsic stretchability, self-adhesion, and biocompatibility, forming stable, low-impedance contacts with skin. Electrochemical measurements reveal that PPHG maintains a capacitive interface with reduced resistive losses, low loss tangent, high dielectric constant, and fast relaxation dynamics, features that enable intrinsic signal smoothing and noise suppression. In a cohort of 39 participants, PPHG electrodes outperform Ag/AgCl in electrocardiography (ECG), showing reduced motion artifacts, higher signal-to-noise ratios, and clear preservation of P-, R-, and T-waves. Electroencephalography (EEG) recordings demonstrate enhanced alpha-delta separation, while electrooculography (EOG) and electromyography (EMG) signals exhibit greater amplitude and sharper features. Machine learning analysis of ECG signals reveals a 2.2-fold improvement in inter-lead classification accuracy. These findings position PPHG as a soft, adhesive, and sustainable alternative for high-fidelity, multimodal bioelectronic interfaces, with strong potential for wearables and clinical monitoring systems.

Indexed as

EpidermisHydrogelsAdultBenchmarkingElectrocardiographyElectrodesFemaleHumansMaleWearable Electronic DevicesHydrogelsconducting hydrogelsconducting polymersECG monitoringelectrophysiological recordingsPEDOT:PSSwearable electronics

Identifiers

PMID41262003
PMCPMC13067809

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.