Evidence map›Paper›PMID 42512085›Full record

ArticleBiomedicines2026

AI-Based Classification of Multiple Sclerosis Using OCT Retinal Layer Thickness Across Two Centers.

Miguel Ortiz, Javier Dongil-Moreno, Gema Rebolleda, Naiara Artiaga, Luciano Boquete, Juan M Miguel-Jimenez, Maria J Rodrigo, Almudena López-Dorado, Rosario Zamora, Eduardo García Vicente and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biomedicines, 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

14 authors.

Miguel OrtizSchool of Physics, University of Melbourne, Melbourne, VIC 3010, Australia.
Javier Dongil-MorenoBiomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
Gema RebolledaOphthalmology Service, Ramon y Cajal University Hospital, IRYCIS, 28034 Madrid, Spain.
Naiara ArtiagaDepartment of Ophthalmology, Miguel Servet University Hospital, 50009 Zaragoza, Spain.ORCID 0009-0001-8716-6665
Luciano BoqueteBiomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
Juan M Miguel-JimenezBiomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.ORCID 0000-0002-4641-5848
Maria J RodrigoDepartment of Ophthalmology, Miguel Servet University Hospital, 50009 Zaragoza, Spain.ORCID 0000-0002-4009-3075
Almudena López-DoradoBiomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
Rosario ZamoraMiguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragon), Biotech Vision Center, Quirón Ophthalmology Institute, University of Zaragoza, 50009 Zaragoza, Spain.
Eduardo García VicenteOphthalmology Service, Ramon y Cajal University Hospital, IRYCIS, 28034 Madrid, Spain.
Eva M Sánchez-MorlaInstitute of Psychiatry and Mental Health, Gregorio Marañón University General Hospital, IiSGM, 28007 Madrid, Spain.
Beatriz Andres-LunaOphthalmology Service, Ramon y Cajal University Hospital, IRYCIS, 28034 Madrid, Spain.
Francisco J Muñoz NegreteOphthalmology Service, Ramon y Cajal University Hospital, IRYCIS, 28034 Madrid, Spain.
Elena Garcia-MartinDepartment of Ophthalmology, Miguel Servet University Hospital, 50009 Zaragoza, Spain.ORCID 0000-0001-6258-2489

Funding

Gobierno de Aragón B23_23R and PROY_B50_24Government of Spain PID2023-148219OB-C22Instituto de Salud Carlos III JR22/00057, PI23/00935, RD21/0002/0050, RD21/0002/0018, RD24-0007-0022, and RD24-0007-0020
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencemultiple sclerosisoptical coherence tomographyoptic nerveShapley additive explanationssupport vector machine classifier

Identifiers

PMID42512085
PMCPMC13405976

What Socratic 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 Socratic graph.