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Common Laboratory Parameters Are Useful for Screening for Alcohol Use Disorder: Designing a Predictive Model Using Machine Learning

The diagnosis of alcohol use disorder (AUD) remains a difficult challenge, and some patients may not be adequately diagnosed. This study aims to identify an optimum combination of laboratory markers to detect alcohol consumption, using data science. An analytical observational study was conducted wi...

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Detalles Bibliográficos
Autores principales: Pinar-Sanchez, Juana, Bermejo López, Pablo, Solís García Del Pozo, Julián, Redondo-Ruiz, Jose, Navarro Casado, Laura, Andres-Pretel, Fernando, Celorrio Bustillo, María Luisa, Esparcia Moreno, Mercedes, García Ruiz, Santiago, Solera Santos, Jose Javier, Navarro Bravo, Beatriz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8999878/
https://www.ncbi.nlm.nih.gov/pubmed/35407669
http://dx.doi.org/10.3390/jcm11072061