Development and Validation of a Machine Learning‑based Prediction Model for ICU‑Acquired Weakness in Critically Ill Patients: A Prospective Multicenter Cohort Study

Pengfei Yang, Wei Li, Yuqin Pan, Xinyu Wei, Yan Peng, Qi Wang, Jingyan Pu, Fu Yang, Fang Fang

Open source

DOI: 10.2147/ijgm.s646786
Published: 2026-11
Container: International Journal of General Medicine
Publisher: Informa UK Limited
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.2147/ijgm.s646786,
  title = {Development and Validation of a Machine Learning‑based Prediction Model for ICU‑Acquired Weakness in Critically Ill Patients: A Prospective Multicenter Cohort Study},
  author = {Pengfei Yang and Wei Li and Yuqin Pan and Xinyu Wei and Yan Peng and Qi Wang and Jingyan Pu and Fu Yang and Fang Fang},
  year = {2026},
  journal = {International Journal of General Medicine},
  doi = {10.2147/ijgm.s646786},
  url = {https://doi.org/10.2147/ijgm.s646786}
}

RIS

TY  - JOUR
TI  - Development and Validation of a Machine Learning‑based Prediction Model for ICU‑Acquired Weakness in Critically Ill Patients: A Prospective Multicenter Cohort Study
AU  - Pengfei Yang
AU  - Wei Li
AU  - Yuqin Pan
AU  - Xinyu Wei
AU  - Yan Peng
AU  - Qi Wang
AU  - Jingyan Pu
AU  - Fu Yang
AU  - Fang Fang
PY  - 2026
JO  - International Journal of General Medicine
DO  - 10.2147/ijgm.s646786
UR  - https://doi.org/10.2147/ijgm.s646786
ER  -

APA

Yang, P., Li, W., Pan, Y., Wei, X., Peng, Y., Wang, Q., Pu, J., Yang, F., & Fang, F. (2026). Development and Validation of a Machine Learning‑based Prediction Model for ICU‑Acquired Weakness in Critically Ill Patients: A Prospective Multicenter Cohort Study. International Journal of General Medicine. https://doi.org/10.2147/ijgm.s646786

Source records

crossref · retrieved 2026-11-10T08:50:52.295Z