Estimation of Low-Density Lipoprotein Cholesterol Concentration Using Machine Learning.

Journal: Laboratory medicine

PMID: 34635916

Abstract

OBJECTIVE: Low-density lipoprotein cholesterol (LDL-C) can be estimated using the Friedewald and Martin-Hopkins formulas. We developed LDL-C prediction models using multiple machine learning methods and investigated the validity of the new models along with the former formulas.

Authors

Hikmet Can Çubukçu

Ankara University Stem Cell Institute, Interdisciplinary Stem Cells and Regenerative Medicine, Ankara, Turkey.
Deniz İlhan Topcu

Başkent University Faculty of Medicine, Department of Medical Biochemistry, Ankara, Turkey.

Keywords

Cholesterol, HDL Cholesterol, LDL Humans Linear Models Machine Learning Triglycerides

External Resources

View on PubMed Access via DOI PubMed (34635916)

Estimation of Low-Density Lipoprotein Cholesterol Concentration Using Machine Learning.

Abstract

Authors

Keywords

External Resources

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