Development and Validation of a Machine Learning Model for Predicting Three-Month Unplanned Readmission in Patients with Moderate-to-Severe Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study

Shuyu Yu, Haocheng Wei, Qiang Chen, Na Li, Zhaoxu Jiang, Hui Ma

Open source

DOI
10.2147/copd.s643657
Published
2026-10
Container
International Journal of Chronic Obstructive Pulmonary Disease
Publisher
Informa UK Limited
Open access
unknown

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BibTeX

@article{allodium:10.2147/copd.s643657,
  title = {Development and Validation of a Machine Learning Model for Predicting Three-Month Unplanned Readmission in Patients with Moderate-to-Severe Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study},
  author = {Shuyu Yu and Haocheng Wei and Qiang Chen and Na Li and Zhaoxu Jiang and Hui Ma},
  year = {2026},
  journal = {International Journal of Chronic Obstructive Pulmonary Disease},
  doi = {10.2147/copd.s643657},
  url = {https://doi.org/10.2147/copd.s643657}
}

RIS

TY  - JOUR
TI  - Development and Validation of a Machine Learning Model for Predicting Three-Month Unplanned Readmission in Patients with Moderate-to-Severe Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study
AU  - Shuyu Yu
AU  - Haocheng Wei
AU  - Qiang Chen
AU  - Na Li
AU  - Zhaoxu Jiang
AU  - Hui Ma
PY  - 2026
JO  - International Journal of Chronic Obstructive Pulmonary Disease
DO  - 10.2147/copd.s643657
UR  - https://doi.org/10.2147/copd.s643657
ER  - 

APA

Yu, S., Wei, H., Chen, Q., Li, N., Jiang, Z., & Ma, H. (2026). Development and Validation of a Machine Learning Model for Predicting Three-Month Unplanned Readmission in Patients with Moderate-to-Severe Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study. International Journal of Chronic Obstructive Pulmonary Disease. https://doi.org/10.2147/copd.s643657

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