Development and Temporal Validation of an Interpretable Machine Learning Model for Classifying Linezolid Trough Concentrations in Critically Ill Patients

Jieyu Sun, Yongkang Geng, Ting Zhou, Wei He, Ziyi Wang, Yuqiong Kuang, Yongqing Wang, Luning Sun, Mingqing Xu

Open source

DOI
10.2147/dddt.s655367
Published
2026-11
Container
Drug Design, Development and Therapy
Publisher
Informa UK Limited
Open access
unknown

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BibTeX

@article{allodium:10.2147/dddt.s655367,
  title = {Development and Temporal Validation of an Interpretable Machine Learning Model for Classifying Linezolid Trough Concentrations in Critically Ill Patients},
  author = {Jieyu Sun and Yongkang Geng and Ting Zhou and Wei He and Ziyi Wang and Yuqiong Kuang and Yongqing Wang and Luning Sun and Mingqing Xu},
  year = {2026},
  journal = {Drug Design, Development and Therapy},
  doi = {10.2147/dddt.s655367},
  url = {https://doi.org/10.2147/dddt.s655367}
}

RIS

TY  - JOUR
TI  - Development and Temporal Validation of an Interpretable Machine Learning Model for Classifying Linezolid Trough Concentrations in Critically Ill Patients
AU  - Jieyu Sun
AU  - Yongkang Geng
AU  - Ting Zhou
AU  - Wei He
AU  - Ziyi Wang
AU  - Yuqiong Kuang
AU  - Yongqing Wang
AU  - Luning Sun
AU  - Mingqing Xu
PY  - 2026
JO  - Drug Design, Development and Therapy
DO  - 10.2147/dddt.s655367
UR  - https://doi.org/10.2147/dddt.s655367
ER  - 

APA

Sun, J., Geng, Y., Zhou, T., He, W., Wang, Z., Kuang, Y., Wang, Y., Sun, L., & Xu, M. (2026). Development and Temporal Validation of an Interpretable Machine Learning Model for Classifying Linezolid Trough Concentrations in Critically Ill Patients. Drug Design, Development and Therapy. https://doi.org/10.2147/dddt.s655367

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