Journal of proteome researchHumansCarcinomaHepatocellularLiver NeoplasmsDisease Progression
XGBoost- and Mass Spectrometry-Based Feature Selection for Identifying Metabolic Biomarkers Associated with HBV-Related Liver Disease Progression and Hepatocellular Carcinoma Treatment.
Shao-Hua Li, Ming Song, Peng Wang, Tian-Shun Kou, Xuan-Xian Peng, Hua Ye, Hui Li
Published: 202510.1021/acs.jproteome.5c00540
Abstract
XGBoost, a gradient boosting algorithm, is widely recognized for its efficiency and robustness in multiclass classification tasks. Metabolomics serves as a powerful tool for biomarker discovery; however, metabolic biomarkers associated with the progr…
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