Evidence map›Paper›PMID 42646622›Full record

ArticleMedical sciences (Basel, Switzerland)2026

Generative Modeling and Multispectral Imaging for Eye Fundus Classification.

Francisco J Burgos-Fernández, Buntheng Ly, Marina Bou-Marin, Fernando Díaz-Doutón, Jaume Pujol, Maxime Sermesant, Meritxell Vilaseca

Abstract read
In one paragraph

Article in Medical sciences (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

7 authors.

Francisco J Burgos-FernándezCentre for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, 08222 Terrassa, Spain.ORCID 0000-0002-3749-6850
Buntheng LyInstitut Hospitalo-Universitaire Liryc, Avenue du Haut Lévêque, 33604 Pessac, France.
Marina Bou-MarinCentre for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, 08222 Terrassa, Spain.
Fernando Díaz-DoutónCentre for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, 08222 Terrassa, Spain.ORCID 0000-0003-3699-015X
Jaume PujolCentre for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, 08222 Terrassa, Spain.
Maxime SermesantInstitut Hospitalo-Universitaire Liryc, Avenue du Haut Lévêque, 33604 Pessac, France.ORCID 0000-0002-6256-8350
Meritxell VilasecaCentre for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, 08222 Terrassa, Spain.ORCID 0000-0001-8166-1617

Funding

Agencia per a la Competitivit de l'Empresa TECSPR19-1-0031European Union MARIE SKŁODOWSKA-CURIE GRANT AGREEMENT, grant number No. 801342 (Tecniospring INDUSTRY)Ministerio de Ciencia, Innovación y Universidades PID2023-147541OB-I00, funded by MCIU/AEI/10.13039/501100011033 and by FEDER, UE
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Fundus OculiImage Processing, Computer-AssistedAdultAgedAged, 80 and overAutoencoderFemaleHumansMaleMiddle AgedSensitivity and SpecificityYoung Adultchoroideye fundusmultispectral imagingretinavariational autoencoder

Identifiers

PMID42646622
PMCPMC13515126

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.