Computer methods and programs in biomedicineMetabolomicsAlgorithmsHumansLeast-Squares AnalysisBiomarkers
A stable feature selection method based on majority voting and SHAP for high-dimensional metabolomics data.
Zixuan Liu, Jianqiang Du, Jigen Luo, Yang Yuan, Qiang Huang, Jia He
Published: 202610.1016/j.cmpb.2025.109170
Abstract
BACKGROUND AND OBJECTIVE: Metabolomics technology facilitates the simultaneous measurement of tens of thousands of metabolites, providing a crucial tool for disease mechanism research and biomarker screening. However, due to the high-dimensional and…
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