Evidence map›Paper›PMID 42455930›Full record

ArticleScience advances2026

Reduction of appearance artifacts in wearable on-skin electronics.

Yijun Liu, Soutaro Ito, Takeo Kato, Liren Wang, Yicheng Zhu, Séverine De Mulatier, Hiroshi Arao, Shugo Suwazono, Hirotoshi Asano, Yuanyuan Zhou and 13 more

Abstract read
In one paragraph

Article in Science advances, 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

23 authors.

Yijun LiuResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0009-0007-1633-3917
Soutaro ItoInstitute of Industrial Science, The University of Tokyo, Tokyo, Japan.
Takeo KatoSchool of Integrated Design Engineering, Graduate School of Science and Technology, Keio University, Kanagawa, Japan.ORCID 0000-0002-1098-8505
Liren WangResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0009-0009-8737-2408
Yicheng ZhuResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0009-0002-6808-1241
Séverine De MulatierResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0009-0003-3173-6635
Hiroshi AraoDepartment of Human Sciences, Taisho University, Tokyo, Japan.ORCID 0000-0002-3341-7895
Shugo SuwazonoDepartment of Neurology, National Hospital Organization Minami Kyoto Hospital, Joyo, Kyoto, Japan.ORCID 0000-0003-1286-9718
Hirotoshi AsanoCollege of Systems Engineering and Science, Shibaura Institute of Technology, Tokyo, Japan.
Yuanyuan ZhouResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0009-0003-8324-3744
Hinata MitomoResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.
Huimin GongResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0009-0006-6654-0327
Ohga NomuraSchool of Integrated Design Engineering, Graduate School of Science and Technology, Keio University, Kanagawa, Japan.ORCID 0009-0000-9709-0185
Gakuto KagawaSchool of Integrated Design Engineering, Graduate School of Science and Technology, Keio University, Kanagawa, Japan.ORCID 0009-0007-0161-5030
Natsumi WatanabeDepartment of Computer Science, Kogakuin University, Tokyo, Japan.ORCID 0009-0007-1519-6113
Mohammad H BehfarVTT Technical Research Centre of Finland, Espoo, Finland.ORCID 0000-0002-9108-569X
Yoshinori KuroiwaInstitute of Industrial Science, The University of Tokyo, Tokyo, Japan.
Tetsu TatsumaInstitute of Industrial Science, The University of Tokyo, Tokyo, Japan.ORCID 0000-0001-8738-9837
Yusuke SuganoInstitute of Industrial Science, The University of Tokyo, Tokyo, Japan.ORCID 0000-0003-4206-710X
Hidetoshi TakahashiSchool of Integrated Design Engineering, Graduate School of Science and Technology, Keio University, Kanagawa, Japan.ORCID 0000-0002-0754-3281
Makoto AsaiKeio University Global Research Institute, Keio University, Tokyo, Japan.ORCID 0000-0001-8612-3789
Jiheong KangDepartment of Chemistry, Seoul National University, Seoul, Republic of Korea.ORCID 0000-0003-4446-5494
Naoji MatsuhisaResearch Center for Advanced Science and Technology (RCAST), The University of Tokyo, Tokyo, Japan.ORCID 0000-0002-5978-2778

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Facial electrophysiological signals are crucial to human-machine interfaces and health care monitoring. Soft and skin-conformable electrodes enabled long-term and comfortable signal monitoring. However, the appearance of the electrodes affects the wearer's social interactions and self-identity, making daily usage difficult and leaving appearance artifacts. Here, we developed fully invisible and unperceivable on-skin electrodes free from appearance artifacts. Neither the wearer nor observers can detect the visual and tactile presence of the electrodes on the skin. The unperceivable property was confirmed with sensory experiments and physical characterizations of the film on skin. Furthermore, our invisible electrodes did not affect the psychological conditions of the wearers, which confirms the feasibility of artifact-free monitoring in daily lives. Last, we demonstrated the functionality of our electrode with successful monitoring of various facial electrophysiological signals, including electrooculogram (EOG), electromyogram (EMG), and electroencephalogram (EEG). Our fully invisible electrodes provide a promising direction in developing on-skin bioelectronics, seamlessly integrating health monitoring and human-computer interaction technologies into people's daily lives.

Indexed as

ArtifactsSkinWearable Electronic DevicesElectrodesElectroencephalographyElectromyographyElectrooculographyFemaleHumansMale

Identifiers

PMID42455930
PMCPMC13371933

What OpenQuestion holds

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LicenceCC BY
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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.