External Validation of a Machine Learning Model for Delirium Risk

Joseph I. Friedman, Prathamesh Parchure, Weijia Fu, Satyanarayana Cheertirala, Prem Timsina, Ganesh Raut, Katherine Reina, Josiane Joseph-Jimerson, Madhu Mazumdar, Robert Freeman, David L. Reich, Arash Kia

Open source

DOI: 10.1001/jamanetworkopen.2026.42142
Published: 2026-11-04
Container: JAMA Network Open
Publisher: American Medical Association (AMA)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1001/jamanetworkopen.2026.42142,
  title = {External Validation of a Machine Learning Model for Delirium Risk},
  author = {Joseph I. Friedman and Prathamesh Parchure and Weijia Fu and Satyanarayana Cheertirala and Prem Timsina and Ganesh Raut and Katherine Reina and Josiane Joseph-Jimerson and Madhu Mazumdar and Robert Freeman and David L. Reich and Arash Kia},
  year = {2026},
  journal = {JAMA Network Open},
  doi = {10.1001/jamanetworkopen.2026.42142},
  url = {https://doi.org/10.1001/jamanetworkopen.2026.42142}
}

RIS

TY  - JOUR
TI  - External Validation of a Machine Learning Model for Delirium Risk
AU  - Joseph I. Friedman
AU  - Prathamesh Parchure
AU  - Weijia Fu
AU  - Satyanarayana Cheertirala
AU  - Prem Timsina
AU  - Ganesh Raut
AU  - Katherine Reina
AU  - Josiane Joseph-Jimerson
AU  - Madhu Mazumdar
AU  - Robert Freeman
AU  - David L. Reich
AU  - Arash Kia
PY  - 2026
JO  - JAMA Network Open
DO  - 10.1001/jamanetworkopen.2026.42142
UR  - https://doi.org/10.1001/jamanetworkopen.2026.42142
ER  -

APA

Friedman, J. I., Parchure, P., Fu, W., Cheertirala, S., Timsina, P., Raut, G., Reina, K., Joseph-Jimerson, J., Mazumdar, M., Freeman, R., Reich, D. L., & Kia, A. (2026). External Validation of a Machine Learning Model for Delirium Risk. JAMA Network Open. https://doi.org/10.1001/jamanetworkopen.2026.42142

Source records

crossref · retrieved 2026-11-06T09:05:50.647Z