Evidence map›Paper›PMID 41750200›Full record

ArticleBrain sciences2026

A Cross-Subject Band-Power Complexity Metric for Detecting Mental Fatigue Through EEG.

Ang Li, Zhenyu Wang, Tianheng Xu, Ting Zhou, Xi Zhao, Honglin Hu, Marc M Van Hulle

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Ang LiShanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China.ORCID 0000-0001-8552-5129
Zhenyu WangShanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China.ORCID 0000-0002-9363-9449
Tianheng XuShanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China.ORCID 0000-0002-7152-1378
Ting ZhouSchool of Microelectronics, Shanghai University, Shanghai 200444, China.ORCID 0000-0002-0420-0566
Xi ZhaoSchool of Microelectronics, Shanghai University, Shanghai 200444, China.ORCID 0000-0001-8019-5423
Honglin HuShanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China.ORCID 0000-0002-4665-5278
Marc M Van HulleLaboratory for Neuro- & Psychophysiology, Department of Neurosciences, KU Leuven-University of Leuven, B-3000 Leuven, Belgium.ORCID 0000-0003-1060-7044

Funding

Belgian Fund for Scientific Research-Flanders G031426NBelgian Fund for Scientific Research-Flanders G0A4321NBelgian Fund for Scientific Research-Flanders G0C1522NHercules Foundation AKUL 043Horizon 2020 research and innovation programme No. 857375Horizon Europe's Marie Sklodowska-Curie Action No. 101118964National Natural Science Foundation of China No. U24A20209Special research fund of the KU Leuven C24/18/098
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cross-subject fatigue detectiondriving fatigueEEGelectroencephalographymental fatigueN-Back task

Identifiers

PMID41750200
PMCPMC12938332

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.