Evidence map›Paper›PMID 39518340›Full record

ArticleDiagnostics (Basel, Switzerland)2024

Improving Automatic Coronary Stenosis Classification Using a Hybrid Metaheuristic with Diversity Control.

Miguel-Angel Gil-Rios, Ivan Cruz-Aceves, Arturo Hernandez-Aguirre, Martha-Alicia Hernandez-Gonzalez, Sergio-Eduardo Solorio-Meza

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2024. 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

5 authors.

Miguel-Angel Gil-RiosUniversidad Área Académica de Tecnologías de la Información, Universidad Tecnológica de León, Blvd. Universidad Tecnológica 225, Col. San Carlos, León 37670, Mexico.ORCID 0000-0002-4829-6854
Ivan Cruz-AcevesCONAHCYT, Consejo Nacional de Humanidades, Ciencia y Tecnología (CONAHCYT), Centro de Investigación en Matemáticas (CIMAT), A.C., Jalisco S/N, Col. Valenciana, Guanajuato 36000, Mexico.ORCID 0000-0002-5197-2059
Arturo Hernandez-AguirreCentro de Investigación en Matemáticas (CIMAT), A.C., Jalisco S/N, Col. Valenciana, Guanajuato 36000, Mexico.ORCID 0000-0002-3744-9827
Martha-Alicia Hernandez-GonzalezUnidad Médica de Alta Especialidad (UMAE), Hospital de Especialidades No.1. Centro Médico Nacional del Bajio, Instituto Mexicano del Seguro Social (IMSS), Blvd. Adolfo López Mateos S/N, León 37150, Mexico.ORCID 0000-0002-6903-2233
Sergio-Eduardo Solorio-MezaDivisión de Ciencias e Ingenierías, Universidad de Guanajuato, Campus León, Loma del Bosque 103, Col. Lomas del Campestre, León 37150, Mexico.ORCID 0000-0002-7501-6088

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study proposes a novel Hybrid Metaheuristic with explicit diversity control, aimed at finding an optimal feature subset by thoroughly exploring the search space to prevent premature convergence.

Indexed as

coronary angiographyevolutionary algorithmfeature selectionpopulation diversitystenosis classification

Identifiers

PMID39518340
PMCPMC11545375

What OpenQuestion holds

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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.