Article

Machine Learning Approaches to Predict Alcohol Consumption from Biomarkers in the UK Biobank

2024-12-24

Abstract excerpt

<h4>Background</h4> Measuring and estimating alcohol consumption (AC) is important for individual health, public health, and Societal benefits. While self-report and diagnostic interviews are commonly used, incorporating biological-based indices can offer a complementary approach. <h4>Methods</h4> We evaluate machine learning (ML) based predictions of AC using blood and urine-derived biomarkers. This research has...

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Literature Corpus work: 891343d2-5fa2-5eb6-bad7-d570a94dc93d
DOI: 10.1101/2024.12.22.24319486

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