Evidence map›Paper›PMID 40766051›Full record

ArticleHealth data science2025

Multiscale Contextual Mamba: Advancing Psychiatric Disorder Detection across Multisite Functional Magnetic Resonance Imaging Datasets via State Space Modeling.

Shusheng Li, Yang Bo, Yuchu Chen, Jianfeng Cao, Bo Bi, Ting Ma, Chenfei Ye

Abstract read
In one paragraph

Article in Health data science, 2025. 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.

Shusheng LiInternational Research Institute for Artificial Intelligence, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
Yang BoHuawei (Hong Kong), Hong Kong, China.
Yuchu ChenDepartment of Electronic and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
Jianfeng CaoSchool of Biomedical Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
Bo BiDepartment of Clinical Psychology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Shenzhen, China.
Ting MaInternational Research Institute for Artificial Intelligence, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
Chenfei YeSchool of Biomedical Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China.ORCID https://orcid.org/0000-0001-5265-3546

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40766051
PMCPMC12324564

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.