Evidence map›Paper›PMID 42041813›Full record

ArticleBrain sciences2026

Benchmarking Multimodal Deep Fusion Strategies for Heterogeneous Neuroimaging and Cognitive Data Using a Controlled Sex Classification Task.

Chiara Camastra, Assunta Pelagi, Andrea Quattrone, Alessia Sarica

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

4 authors.

Chiara CamastraDepartment of Medical and Surgical Sciences, Magna Graecia University, 88100 Catanzaro, Italy.
Assunta PelagiDepartment of Medical and Surgical Sciences, Magna Graecia University, 88100 Catanzaro, Italy.ORCID 0009-0009-0704-3525
Andrea QuattroneNeuroscience Research Center, Magna Graecia University, 88100 Catanzaro, Italy.ORCID 0000-0003-2071-2083
Alessia SaricaDepartment of Medical and Surgical Sciences, Magna Graecia University, 88100 Catanzaro, Italy.ORCID 0000-0003-1362-6718

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

early fusionfeature scalingheterogeneous datahuman connectome projectintermediate fusionlate fusionmultimodal data fusion

Identifiers

PMID42041813
PMCPMC13114584

What OpenQuestion holds

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LicenceCC BY
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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.