Explainable machine learning model for 1-year readmission risk prediction in AECOPD patients: integrating relief feature selection with sample augmentation.

Huang Y, Feng T, Song X, Luo K, Chen H, Xie Y, Xu Y, Chen X

Open source

DOI
10.1186/s12879-025-12010-1
Published
2025 Dec 29
Container
BMC infectious diseases
Publisher
Not recorded
Open access
yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1186/s12879-025-12010-1,
  title = {Explainable machine learning model for 1-year readmission risk prediction in AECOPD patients: integrating relief feature selection with sample augmentation.},
  author = {Huang Y and Feng T and Song X and Luo K and Chen H and Xie Y and Xu Y and Chen X},
  year = {2025},
  journal = {BMC infectious diseases},
  doi = {10.1186/s12879-025-12010-1},
  url = {https://doi.org/10.1186/s12879-025-12010-1}
}

RIS

TY  - JOUR
TI  - Explainable machine learning model for 1-year readmission risk prediction in AECOPD patients: integrating relief feature selection with sample augmentation.
AU  - Huang Y
AU  - Feng T
AU  - Song X
AU  - Luo K
AU  - Chen H
AU  - Xie Y
AU  - Xu Y
AU  - Chen X
PY  - 2025
JO  - BMC infectious diseases
DO  - 10.1186/s12879-025-12010-1
UR  - https://doi.org/10.1186/s12879-025-12010-1
ER  -

APA

Y, H., T, F., X, S., K, L., H, C., Y, X., Y, X., & X, C. (2025). Explainable machine learning model for 1-year readmission risk prediction in AECOPD patients: integrating relief feature selection with sample augmentation.. BMC infectious diseases. https://doi.org/10.1186/s12879-025-12010-1

Source records