ArticleDiagnostics (Basel, Switzerland)2025
Non-Glycemic Clinical Data for Type 2 Diabetes Detection in Mexican Adults: A Comparative Analysis of Atherogenic Indices, Statistical Transformations, and Machine Learning Algorithms.
Martin Hazael Guerrero-Flores, Valeria Maeda-Gutiérrez, Carlos E Galván-Tejada, Jorge I Galván-Tejada, Miguel Cruz, Luis Alberto Flores-Chaires, Karina Trejo-Vázquez, Rafael Magallanes-Quintanar, Javier Saldívar
Abstract read
In one paragraphArticle in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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0citing papers in PubMed
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What it found
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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 registryThe trial behind it
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
9 authors.
Martin Hazael Guerrero-FloresUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-7112-2609 Valeria Maeda-GutiérrezUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-0852-8315 Carlos E Galván-TejadaUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-7635-4687 Jorge I Galván-TejadaUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-7555-5655 Miguel CruzUnidad de Investigación Médica en Bioquímica, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Av. Cuauhtémoc 330, Col. Doctores, Del. Cuauhtémoc, Mexico City 06720, Mexico.ORCID 0000-0001-9985-6172 Luis Alberto Flores-ChairesUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0003-3958-8959 Karina Trejo-VázquezUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0009-0007-4894-6283 Rafael Magallanes-QuintanarUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-2331-3275 Javier SaldívarUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juarez 147, Centro, Zacatecas 98000, Mexico.ORCID 0009-0007-8730-8719 Funding
No grant is acknowledged in the PubMed record.
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
atherogenic indiceslipid profilemachine learningnon-glycemic biomarkerstype 2 diabetes
Identifiers
PMID41515548
PMCPMC12786317
What Socratic holds
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