Author

Qian-Fei Liu

2 papers indexed here

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Open access Aug 2026

Integrating Machine Learning for Early COPD Prediction in Lung Cancer Patients: A Focus on Systemic Coagulation-Inflammation Index

A GBDT-based model built from routine clinical variables and SCI showed moderate discrimination for identifying patients with lung cancer at high risk of concomitant COPD.

Qian-Fei Liu, L. Hou, Hui-Ling Li et al. · International Journal of COP... · 0 citations

Open access Sep 2026

Machine Learning–Based Prediction of Lower Extremity Deep Vein Thrombosis in Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease

The XGBoost model showed potential for DVT risk assessment in patients with AECOPD, and SCI, as an integrated marker of inflammation and coagulation, may provide complementary information for risk stratification.

Li Zhou, Hui Wang, Di Yao et al. · International Journal of Gen... · 0 citations