Evidence map›Paper›PMID 40423258›Full record

ArticleTomography (Ann Arbor, Mich.)2025

Transforming 3D MRI to 2D Feature Maps Using Pre-Trained Models for Diagnosis of Attention Deficit Hyperactivity Disorder.

Elahe Hosseini, Seyyed Ali Hosseini, Stijn Servaes, Brandon Hall, Pedro Rosa-Neto, Ali-Reza Moradi, Ajay Kumar, Mir Mohsen Pedram, Sanjeev Chawla

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Tomography (Ann Arbor, Mich.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Elahe HosseiniDepartment of Electrical and Computer Engineering, Kharazmi University, Tehran 15719-14911, Iran.
Seyyed Ali HosseiniTranslational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Douglas Hospital, McGill University, Montréal, QC H4H 1R3, Canada.ORCID 0000-0001-7542-7541
Stijn ServaesTranslational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Douglas Hospital, McGill University, Montréal, QC H4H 1R3, Canada.
Brandon HallTranslational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Douglas Hospital, McGill University, Montréal, QC H4H 1R3, Canada.ORCID 0009-0007-4578-2033
Pedro Rosa-NetoTranslational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Douglas Hospital, McGill University, Montréal, QC H4H 1R3, Canada.
Ali-Reza MoradiDepartment of Clinical Psychology, Kharazmi University, Tehran 15719-14911, Iran.ORCID 0000-0001-5351-6017
Ajay KumarDepartment of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.
Mir Mohsen PedramDepartment of Electrical and Computer Engineering, Kharazmi University, Tehran 15719-14911, Iran.ORCID 0000-0002-0674-4428
Sanjeev ChawlaDepartment of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0001-6978-7284

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Attention Deficit Disorder with HyperactivityImaging, Three-DimensionalMagnetic Resonance ImagingNeuroimagingAdolescentAdultBrainChildDeep LearningFemaleHumansMaleNeural Networks, ComputerProof of Concept Study3D MRI to 2D feature mapsADHD diagnosisconvolutional neural networksdeep learningneuroimagingVGG16 model

Identifiers

PMID40423258
PMCPMC12115681

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.