Evidence map›Paper›PMID 41681784›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Machine Learning-Based Identification of Functional Dysregulation Characteristics in Core Brain Networks of Adolescents with Bipolar Disorder Using Task-fMRI.

Peishan Dai, Ting Hu, Kaineng Huang, Qiongpu Chen, Shenghui Liao, Alessandro Grecucci, Qian Xiao, Xiaoping Yi, Bihong T Chen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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.

Peishan DaiSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.ORCID 0000-0001-5531-2085
Ting HuSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.
Kaineng HuangSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.
Qiongpu ChenSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.ORCID 0009-0003-1213-134X
Shenghui LiaoSchool of Computer Science and Engineering, Central South University, Changsha 410083, China.
Alessandro GrecucciDepartment of Education, Psychology and Communication Sciences (For.Psi.Com), University of Bari, 70121 Bari, Italy.ORCID 0000-0001-6043-2196
Qian XiaoClinical Psychology Center of Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha 410008, China.
Xiaoping YiDepartment of Radiology, Chongqing University Three Gorges Hospital, Chongqing University, Chongqing 410008, China.
Bihong T ChenDepartment of Diagnostic Radiology, City of Hope National Medical Center, Duarte, CA 91010, USA.ORCID 0000-0002-3127-0711

Funding

the National Natural Science Foundation of China 82372039the Natural Science Foundation of Hunan Province of China 2023JJ30695The Scientific Research Program of FuRong Laboratory No.2024PT5109
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

adolescent bipolar disorderdefault mode networkmachine learningmood statesneuroimaging biomarkerprefrontal cortextask-based fMRI

Identifiers

PMID41681784
PMCPMC12897290

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.