Evidence map›Paper›PMID 41760219›Full record

ReviewSheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi2026

[Research progress on flexible electrode technology in brain computer interface applications].

Zixi Lai, Danqian Feng, Meishuang Liang, Weitao Liang, Yuchun Xu, Jun Ke

Abstract readReviewEnglish Abstract
PubMed Full text at PMC Publisher
In one paragraph

Review in Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi, 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

6 authors.

Zixi LaiGuangdong Medical Device Quality Supervision and Inspection Institute, Guangzhou 510663, P. R. China.
Danqian FengGuangdong Medical Device Quality Supervision and Inspection Institute, Guangzhou 510663, P. R. China.
Meishuang LiangGuangdong Medical Device Quality Supervision and Inspection Institute, Guangzhou 510663, P. R. China.
Weitao LiangGuangdong Medical Device Quality Supervision and Inspection Institute, Guangzhou 510663, P. R. China.
Yuchun XuGuangdong Medical Device Quality Supervision and Inspection Institute, Guangzhou 510663, P. R. China.
Jun KeGuangdong Medical Device Quality Supervision and Inspection Institute, Guangzhou 510663, P. R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flexible electrode as a revolutionary brain computer interface (BCI) technology in the field of neural engineering, has achieved high-fidelity acquisition and long-term stable transmission of electroencephalographic signals through their exceptional bio-compatibility. This review systematically elucidates the design paradigms and material innovation systems of flexible electrodes, focusing on their transitional medical value from aspects such as electrode materials, signal acquisition and processing. It identifies the current technical bottlenecks that urgently need to be broken through and outlines the future development directions, hoping to provide a systematic technical road-map and evaluation framework for the technical development of next-generation BCI.

Indexed as

Brain-Computer InterfacesElectroencephalographySignal Processing, Computer-AssistedElectrodesEquipment DesignHumansBio-compatibilityBrain computer interfaceFlexible electrodesNeural engineering

Identifiers

PMID41760219
PMCPMC12948533

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.