Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study

Gyutaek Oh, Seoyeon Kim, Sangjoon Park, Byung-Hoon Kim

Open source

DOI
10.2196/90693
Published
2026-07-23
Container
Journal of Medical Internet Research
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/90693,
  title = {Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study},
  author = {Gyutaek Oh and Seoyeon Kim and Sangjoon Park and Byung-Hoon Kim},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/90693},
  url = {https://doi.org/10.2196/90693}
}

RIS

TY  - JOUR
TI  - Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study
AU  - Gyutaek Oh
AU  - Seoyeon Kim
AU  - Sangjoon Park
AU  - Byung-Hoon Kim
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/90693
UR  - https://doi.org/10.2196/90693
ER  - 

APA

Oh, G., Kim, S., Park, S., & Kim, B. (2026). Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study. Journal of Medical Internet Research. https://doi.org/10.2196/90693

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