Weak-Supervision Expectation–Maximization Framework for Identifying Decisional Vulnerability in Older Emergency Department Patients

Devin Sandlin, Steve Arze, Jacob Lane, Ayan Bhakta, Jennifer A. Walker, Anirudh Rayanki, Jenna R. Williamson, Nathan Hoot, Hao Wang

Open source

DOI
10.3390/healthcare14152394
Published
2026-08-04
Container
Healthcare
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/healthcare14152394,
  title = {Weak-Supervision Expectation–Maximization Framework for Identifying Decisional Vulnerability in Older Emergency Department Patients},
  author = {Devin Sandlin and Steve Arze and Jacob Lane and Ayan Bhakta and Jennifer A. Walker and Anirudh Rayanki and Jenna R. Williamson and Nathan Hoot and Hao Wang},
  year = {2026},
  journal = {Healthcare},
  doi = {10.3390/healthcare14152394},
  url = {https://doi.org/10.3390/healthcare14152394}
}

RIS

TY  - JOUR
TI  - Weak-Supervision Expectation–Maximization Framework for Identifying Decisional Vulnerability in Older Emergency Department Patients
AU  - Devin Sandlin
AU  - Steve Arze
AU  - Jacob Lane
AU  - Ayan Bhakta
AU  - Jennifer A. Walker
AU  - Anirudh Rayanki
AU  - Jenna R. Williamson
AU  - Nathan Hoot
AU  - Hao Wang
PY  - 2026
JO  - Healthcare
DO  - 10.3390/healthcare14152394
UR  - https://doi.org/10.3390/healthcare14152394
ER  - 

APA

Sandlin, D., Arze, S., Lane, J., Bhakta, A., Walker, J. A., Rayanki, A., Williamson, J. R., Hoot, N., & Wang, H. (2026). Weak-Supervision Expectation–Maximization Framework for Identifying Decisional Vulnerability in Older Emergency Department Patients. Healthcare. https://doi.org/10.3390/healthcare14152394

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