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Shenyun Shi

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Open access Aug 2026

Machine learning-based identification of blood lipid-related factors associated with COPD among non-smoking women in the Yili region of Xinjiang, China

Chronic obstructive pulmonary disease (COPD) in non-smoking women, particularly in rural regions, remains poorly understood. This study employed machine learning to identify key associated factors for COPD among never-smoking women in the Yili region of Xinjiang, China. A cross-sectional study was conducte...

Shenyun Shi, Boya Ma, Chang Guo et al. · 0 citations

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