Evidence map›Paper›PMID 42196797›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Evolutionarily Optimized Multi-Scale Gabor Modeling of Directional Lesion Texture in Dermoscopic Images for Interpretable Melanoma Classification.

Raúl Santiago-Montero, Valentin Calzada-Ledesma, David Asael Gutiérrez-Hernández, Lucero de Montserrat Ortiz-Aguilar, Armando Mares-Castro, Luis Angel Xoca-Orozco, José de Jesús Flores-Sierra

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

7 authors.

Raúl Santiago-MonteroTecnológico Nacional de México/IT de León, León 37290, Mexico.ORCID 0000-0001-5247-0395
Valentin Calzada-LedesmaTecnológico Nacional de México/ITS de Purísima del Rincón, Purísima del Rincón 36425, Mexico.ORCID 0000-0001-9328-971X
David Asael Gutiérrez-HernándezTecnológico Nacional de México/IT de León, León 37290, Mexico.ORCID 0000-0002-9374-5110
Lucero de Montserrat Ortiz-AguilarTecnológico Nacional de México/ITS de Purísima del Rincón, Purísima del Rincón 36425, Mexico.ORCID 0000-0002-4528-6247
Armando Mares-CastroTecnológico Nacional de México/ITS de Purísima del Rincón, Purísima del Rincón 36425, Mexico.ORCID 0000-0003-3884-958X
Luis Angel Xoca-OrozcoTecnológico Nacional de México/ITS de Purísima del Rincón, Purísima del Rincón 36425, Mexico.ORCID 0000-0002-8977-7961
José de Jesús Flores-SierraTecnológico Nacional de México/ITS de Purísima del Rincón, Purísima del Rincón 36425, Mexico.ORCID 0000-0002-9484-8373

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

computer-aided diagnosisdifferential evolutionGabor filter banksmelanomaskin cancer classification

Identifiers

PMID42196797
PMCPMC13205425

What OpenQuestion holds

Textmetadata
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.