A Novel Depression Recognition Network Based on Brain Functional Connectivity from Prefrontal Emotional State EEG.

Yubing Sun, Zijian Zhou, Jiaqi Sun, Wenjie Cui, Xinlei Hu, Yudan Lv, Guangda Liu

Abstract read

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

7 authors.

Yubing SunResearch Field of Medical Instruments and Bioinformation Processing, College of Instrumentation & Electrical Engineering, Jilin University, No. 938 West Democracy Street, Changchun 130061, China.

Zijian ZhouResearch Field of Medical Instruments and Bioinformation Processing, College of Instrumentation & Electrical Engineering, Jilin University, No. 938 West Democracy Street, Changchun 130061, China.

Jiaqi SunResearch Field of Medical Instruments and Bioinformation Processing, College of Instrumentation & Electrical Engineering, Jilin University, No. 938 West Democracy Street, Changchun 130061, China.

Wenjie CuiResearch Field of Medical Instruments and Bioinformation Processing, College of Instrumentation & Electrical Engineering, Jilin University, No. 938 West Democracy Street, Changchun 130061, China.

Xinlei HuResearch Field of Medical Instruments and Bioinformation Processing, College of Instrumentation & Electrical Engineering, Jilin University, No. 938 West Democracy Street, Changchun 130061, China.

Yudan LvFirst Bethune Hospital of Jilin University, Changchun 130021, China.

Guangda LiuResearch Field of Medical Instruments and Bioinformation Processing, College of Instrumentation & Electrical Engineering, Jilin University, No. 938 West Democracy Street, Changchun 130061, China.

Funding

Jilin Science and Technology Development Program Project 20200404205YY

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

brain network topologydepression recognitiondynamic temporal and spatial featuresEEGgraph convolution network

Identifiers

PMID42512520

DOI10.3390/brainsci16070746

PMCPMC13406410

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.