Simulation of covariate and concept drift in machine learning hospital admission prediction from emergency triage

Ethan Williams, Toshi Sinha, Matthew Summerscales, Yogesan Kanagasingam

Open source

DOI
10.1038/s41746-026-02956-0
Published
2026-07-10
Container
npj Digital Medicine
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41746-026-02956-0,
  title = {Simulation of covariate and concept drift in machine learning hospital admission prediction from emergency triage},
  author = {Ethan Williams and Toshi Sinha and Matthew Summerscales and Yogesan Kanagasingam},
  year = {2026},
  journal = {npj Digital Medicine},
  doi = {10.1038/s41746-026-02956-0},
  url = {https://doi.org/10.1038/s41746-026-02956-0}
}

RIS

TY  - JOUR
TI  - Simulation of covariate and concept drift in machine learning hospital admission prediction from emergency triage
AU  - Ethan Williams
AU  - Toshi Sinha
AU  - Matthew Summerscales
AU  - Yogesan Kanagasingam
PY  - 2026
JO  - npj Digital Medicine
DO  - 10.1038/s41746-026-02956-0
UR  - https://doi.org/10.1038/s41746-026-02956-0
ER  - 

APA

Williams, E., Sinha, T., Summerscales, M., & Kanagasingam, Y. (2026). Simulation of covariate and concept drift in machine learning hospital admission prediction from emergency triage. npj Digital Medicine. https://doi.org/10.1038/s41746-026-02956-0

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