Common Laboratory Parameters Are Useful for Screening for Alcohol Use Disorder: Designing a Predictive Model Using Machine Learning - 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 (Journal of clinical medicine, 2022)
Keywords: Addictive behaviors; Age; Alcohol use; Biomarkers; Blood & organ donations; Cholesterol; Clinical medicine; Data science; Discriminant analysis; Hemoglobin; High density lipoprotein; Laboratories; Lipoproteins; Mental disorders; Neutrophils; Patients; Questionnaires; Statistical analysis; Statistical methods; Uric acid; screening; alcohol-related disorders; laboratory diagnosis; data science; machine learning