Development and Validation of a Machine Learning-Based Model for Elevated Depressive Symptom Risk in COPD Patients: A Multi-Cohort Cross-Sectional Study
Ze-Wen Cheng, Jian Wu, Xiao-Kun Yan
· 0 citations
2 papers indexed here
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
Open access
Oct 2026
Development and Validation of a Machine Learning-Based Model for Elevated Depressive Symptom Risk in COPD Patients: A Multi-Cohort Cross-Sectional Study
The XGBoost model generalized to an independent cohort and was deployed as a research prototype web application for risk stratification and exhibited a U‑shaped association.
Ze-Wen Cheng, Jian Wu, Xiao-Kun Yan
· International Journal of COP... · 0 citations