Evidence map›Paper›PMID 41750203›Full record

ArticleBrain sciences2026

A Neurophysiological Stratification Framework for Intermediate Motor Imagery-BCI Users Based on Independent Event-Related Brain Dynamics.

Xu Duan, Songyun Xie, Yujie Cui, Ting Ji, Hao Yan

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Brain sciences, 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

5 authors.

Xu DuanKey Laboratory for Artificial Intelligence and Cognitive Neuroscience of Language, Xi'an International Studies University, Xi'an 710128, China.ORCID 0000-0002-5875-3588
Songyun XieSchool of Artificial Intelligence, Northwestern Polytechnical University, Xi'an 710072, China.
Yujie CuiKey Laboratory for Artificial Intelligence and Cognitive Neuroscience of Language, Xi'an International Studies University, Xi'an 710128, China.ORCID 0000-0003-4934-4894
Ting JiKey Laboratory for Artificial Intelligence and Cognitive Neuroscience of Language, Xi'an International Studies University, Xi'an 710128, China.
Hao YanKey Laboratory for Artificial Intelligence and Cognitive Neuroscience of Language, Xi'an International Studies University, Xi'an 710128, China.

Funding

Key International (Regional) Cooperation Research Project of National Natural Science Foundation of China 62220106007National Natural Science Foundation of China 62407034Natural Science Basic Research Program of Shaanxi 2024JC-YBQN-0704Scientific Research Program Funded by Shaanxi Provincial Education Department 24JS042Social Science Fund Project of Shaanxi 2024K005The Ministry of education of Humanities and Social Science project 24YJCZH046
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

BCI illiteracybrain-computer interfaceEEG characterizationindependent component analysismotor imageryneurophysiological stratification

Identifiers

PMID41750203
PMCPMC12938601

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.