Evidence map›Paper›PMID 42793335›Full record

ArticleBrain sciences2026

Multi-Domain Feature Fusion and Channel Attention in an Inception-Based Architecture for Motor Imagery EEG Decoding.

Sitong Liu, Guangyu Zhang, Cunwei Wu, Wenjia Li, Yanan Zhang, Boao Wei, Yunfei Ma, Hongkai Wang, Xiaohong Huang

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

9 authors.

Sitong LiuSchool of Artificial Intelligence, North China University of Science and Technology, Tangshan 063210, China.
Guangyu ZhangSchool of Artificial Intelligence, North China University of Science and Technology, Tangshan 063210, China.
Cunwei WuSchool of Artificial Intelligence, North China University of Science and Technology, Tangshan 063210, China.
Wenjia LiSchool of Artificial Intelligence, North China University of Science and Technology, Tangshan 063210, China.
Yanan ZhangSchool of Artificial Intelligence, North China University of Science and Technology, Tangshan 063210, China.
Boao WeiDepartment of Mechanical Engineering, North China University of Science and Technology, Tangshan 063210, China.
Yunfei MaSchool of Artificial Intelligence, North China University of Science and Technology, Tangshan 063210, China.
Hongkai WangDepartment of Mechanical Engineering, North China University of Science and Technology, Tangshan 063210, China.ORCID 0009-0009-0572-6322
Xiaohong HuangHebei Key Laboratory of Industrial Intelligent Perception, Tangshan 063210, China.

Funding

Hebei Province Medical Science Research Project 20260670Special Project of Medical-Engineering Integration, North China University of Science and Tech-nology XJ2024002801
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

electroencephalography (EEG)motor imagerymulti-domain feature extractionSE-EEG-inception

Identifiers

PMID42793335
PMCPMC13604176

What Socratic holds

Textmetadata
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 Socratic graph.