Evidence map›Paper›PMID 42651073›Full record

ArticleDiagnostics (Basel, Switzerland)2026

The Machine Learning Classification of Retinal Ganglion Cell Dendritic Texture in a 3xTg-Alzheimer's Disease Mouse Model.

Mukhit Kulmaganbetov, Saken Khaidarov, Ryan Bevan, James E Morgan

Abstract read
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

4 authors.

Mukhit KulmaganbetovSchool of Optometry and Vision Sciences, Cardiff University, Cardiff CF24 4HQ, UK.ORCID 0000-0003-2112-4208
Saken KhaidarovDepartment of Molecular Biology and Medical Genetics, Asfendiyarov Kazakh National Medical University, Almaty 050000, Kazakhstan.ORCID 0000-0001-7770-8427
Ryan BevanSchool of Optometry and Vision Sciences, Cardiff University, Cardiff CF24 4HQ, UK.ORCID 0000-0002-2557-2887
James E MorganSchool of Optometry and Vision Sciences, Cardiff University, Cardiff CF24 4HQ, UK.

Funding

Medical Research Council G0800547
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

3xTg-ADAlzheimer’s diseasegrey-level co-occurrence matrixinner plexiform layermachine learningoptical coherence tomographyretinal biomarkerretinal ganglion cellsupport vector machinetexture analysis

Identifiers

PMID42651073
PMCPMC13512166

What OpenQuestion holds

Textmetadata
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.