Generalist Foundation Models Are Not Clinical Enough for Hospital Operations.

Jiang LY, Chen A, Han X, Liu XC, Dua R, Eaton K, Wolff F, Steele R, Zhang J, Alyakin A, Pan Q, Chen Y, Sangwon KL, Alber DA, Stryker J, Lee JV, Aphinyanaphongs Y, Cho K, Oermann EK

Open source

DOI: 10.21203/rs.3.rs-9078142/v1
Published: 2026 Mar 19
Container: Research square
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-9078142/v1,
  title = {Generalist Foundation Models Are Not Clinical Enough for Hospital Operations.},
  author = {Jiang LY and Chen A and Han X and Liu XC and Dua R and Eaton K and Wolff F and Steele R and Zhang J and Alyakin A and Pan Q and Chen Y and Sangwon KL and Alber DA and Stryker J and Lee JV and Aphinyanaphongs Y and Cho K and Oermann EK},
  year = {2026},
  journal = {Research square},
  doi = {10.21203/rs.3.rs-9078142/v1},
  url = {https://doi.org/10.21203/rs.3.rs-9078142/v1}
}

RIS

TY  - JOUR
TI  - Generalist Foundation Models Are Not Clinical Enough for Hospital Operations.
AU  - Jiang LY
AU  - Chen A
AU  - Han X
AU  - Liu XC
AU  - Dua R
AU  - Eaton K
AU  - Wolff F
AU  - Steele R
AU  - Zhang J
AU  - Alyakin A
AU  - Pan Q
AU  - Chen Y
AU  - Sangwon KL
AU  - Alber DA
AU  - Stryker J
AU  - Lee JV
AU  - Aphinyanaphongs Y
AU  - Cho K
AU  - Oermann EK
PY  - 2026
JO  - Research square
DO  - 10.21203/rs.3.rs-9078142/v1
UR  - https://doi.org/10.21203/rs.3.rs-9078142/v1
ER  -

APA

LY, J., A, C., X, H., XC, L., R, D., K, E., F, W., R, S., J, Z., A, A., Q, P., Y, C., KL, S., DA, A., J, S., JV, L., Y, A., K, C., & EK, O. (2026). Generalist Foundation Models Are Not Clinical Enough for Hospital Operations.. Research square. https://doi.org/10.21203/rs.3.rs-9078142/v1

Source records

pubmed · retrieved 2026-09-26T12:28:22.475Z