Metabolomics-based prediction model for diabetes: A comprehensive analysis of biomarkers and machine learning approaches

Metabolomics-based prediction model for diabetes: A comprehensive analysis of biomarkers and machine learning approaches

<h3>Aims</h3><p dir="ltr">To develop a prediction model for diabetes using metabolomics data and to evaluate various machine learning approaches and identify the most effective framework for disease prediction.</p><h3>Methods</h3><p dir="ltr"...

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Bibliographic Details
Main Author: Doaa Farid (22565300) (author)
Other Authors: Farhana Saleh (22565303) (author), Tareq Mohammed (22565306) (author), Atika Nigar (22565309) (author), Abderrahmane Maaradji (22586726) (author)
Published: 2025
Subjects:
Biomedical and clinical sciences
Medical biochemistry and metabolomics
Medical biotechnology
Information and computing sciences
Artificial intelligence
Machine learning
Diabetes mellitus
Metabolomics
Biomarkers
Prediction model
Logistic regression
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