Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population

Autor:	Rafael Garcia-Carretero, Cristina Soguero-Ruiz, Oscar Barquero-Perez, Luis Vigil-Medina, Rebeca Goya-Esteban, Javier Ramos-Lopez, Inmaculada Mora-Jiménez
Rok vydání:	2020
Předmět:	Elastic net regularization Oncology Male medicine.medical_specialty Endocrinology Diabetes and Metabolism Population 030209 endocrinology & metabolism 030204 cardiovascular system & hematology Risk Assessment vitamin D deficiency Machine Learning 03 medical and health sciences 0302 clinical medicine Lasso (statistics) Risk Factors Internal medicine Internal Medicine Vitamin D and neurology Prevalence Medicine Data Mining Electronic Health Records Humans Obesity education Retrospective Studies education.field_of_study business.industry Middle Aged medicine.disease Vitamin D Deficiency Regression Cross-Sectional Studies Logistic Models Spain Hypertension Female Metabolic syndrome business Biomarkers
Zdroj:	Metabolic syndrome and related disorders. 18(2)
ISSN:	1557-8518
Popis:	Aim: The primary objective of our research was to compare the performance of data analysis to predict vitamin D deficiency using three different regression approaches and to evaluate the usefulness...
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c9a87238dd0b86a0cfb43821e31a9964 https://pubmed.ncbi.nlm.nih.gov/31928513 Zobrazit plný text záznamu