Evidence map›Paper›PMID 39358330›Full record

ArticleNature communications2024

Fabric-based lamina emergent MXene-based electrode for electrophysiological monitoring.

Sanghyun Lee, Dong Hae Ho, Janghwan Jekal, Soo Young Cho, Young Jin Choi, Saehyuck Oh, Yoon Young Choi, Taeyoon Lee, Kyung-In Jang, Jeong Ho Cho

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

  1. Review
  2. Article
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  6. Article
  7. Borophene: Crucial Challenges and the Way Forward.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  8. Review
  9. Article
  10. Review
  11. Unperceivable Designs of Wearable Electronics.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  12. Review
  13. Article
  14. Review
  15. Article
  16. Article
  17. 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

10 authors.

Sanghyun Lee *Department of Chemical and Biomolecular Engineering, Yonsei University, Seoul, Republic of Korea.
Dong Hae Ho *Department of Energy Science and Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea.
Janghwan Jekal *Department of Robotics and Mechatronics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea.ORCID 0009-0001-9590-2853
Soo Young ChoDepartment of Chemical and Biomolecular Engineering, Yonsei University, Seoul, Republic of Korea.ORCID 0000-0001-9608-7857
Young Jin ChoiDepartment of Chemical and Biomolecular Engineering, Yonsei University, Seoul, Republic of Korea.ORCID 0000-0002-8893-0848
Saehyuck OhDepartment of Robotics and Mechatronics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea.ORCID 0009-0003-4177-5101
Yoon Young ChoiDepartment of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
Taeyoon LeeSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.ORCID 0000-0002-8269-0257
Kyung-In JangDepartment of Robotics and Mechatronics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea. kijang@dgist.ac.kr.ORCID 0000-0002-4664-5029
Jeong Ho ChoDepartment of Chemical and Biomolecular Engineering, Yonsei University, Seoul, Republic of Korea. jhcho94@yonsei.ac.kr.ORCID 0000-0002-1030-9920

Funding

National Research Foundation of Korea (NRF) RS-2023-00234581, RS-2024-00415347
6 · The paper itself

Abstract

Commercial wearable biosignal sensing technologies encounter challenges associated with irritation or discomfort caused by unwanted objects in direct contact with the skin, which can discourage the widespread adoption of wearable devices. To address this issue, we propose a fabric-based lamina emergent MXene-based electrode, a lightweight and flexible shape-morphing wearable bioelectrode. This work offers an innovative approach to biosignal sensing by harnessing the high electrical conductivity and low skin-to-electrode contact impedance of MXene-based dry electrodes. Its design, inspired by Nesler's pneumatic interference actuator, ensures stable skin-to-electrode contact, enabling robust biosignal detection in diverse situations. Extensive research is conducted on key design parameters, such as the width and number of multiple semicircular legs, the radius of the anchoring frame, and pneumatic pressure, to accommodate a wide range of applications. Furthermore, a real-time wireless electrophysiological monitoring system has been developed, with a signal-to-noise ratio and accuracy comparable to those of commercial bioelectrodes. This work excels in recognizing various hand gestures through a convolutional neural network, ultimately introducing a shape-morphing electrode that provides reliable, high-performance biosignal sensing for dynamic users.

Indexed as

ElectrodesWearable Electronic DevicesElectric ConductivityElectric ImpedanceElectrophysiological PhenomenaEquipment DesignHumansSignal-To-Noise RatioTextilesWireless Technology

Identifiers

PMID39358330
PMCPMC11446925

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.