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Gang Ma

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Open access Oct 2026

Multi-Omics Prioritization and Clinical Evaluation of CYP4V2 as a Candidate Biomarker in Venous Thromboembolism

Background Venous thromboembolism (VTE), including deep vein thrombosis and pulmonary embolism, has a substantial genetic component, but the effector genes and clinically relevant biomarkers remain incompletely defined. Methods We analyzed FinnGen R12 genome-wide association study (GWAS) summary statistics for VTE and...

Chen Zhang, Jie Xu, Ming Zhang et al. · 0 citations
Open access Aug 2026

Machine learning, decision tree and nomogram for predicting screw loosening after PLIF in osteoporotic patients: a retrospective multicenter study

To develop and validate machine learning models and an individualized nomogram for predicting pedicle screw loosening after posterior lumbar interbody fusion in osteoporotic patients using preoperative clinical, imaging, and bone metabolism-related medication profiles, these complementary tools offer a potentially usef...

Xue Yu, Wen-Bo Gu, Xiang-Hai Yu et al. · 0 citations

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