Advanced Prompting Techniques Informed by Clinical Expertise Improve the Accuracy of LLM Data Extraction but Increase Non-Determinism.

Wang Y, Cisneros AA, Stewart C, Malekhedayat M, Luong J, Smith-Bindman R, Mongan J

Open source

DOI
10.1007/s10278-026-01882-7
Published
2026 Mar 11
Container
Journal of imaging informatics in medicine
Publisher
Not recorded
Open access
unknown

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BibTeX

@article{allodium:10.1007/s10278-026-01882-7,
  title = {Advanced Prompting Techniques Informed by Clinical Expertise Improve the Accuracy of LLM Data Extraction but Increase Non-Determinism.},
  author = {Wang Y and Cisneros AA and Stewart C and Malekhedayat M and Luong J and Smith-Bindman R and Mongan J},
  year = {2026},
  journal = {Journal of imaging informatics in medicine},
  doi = {10.1007/s10278-026-01882-7},
  url = {https://doi.org/10.1007/s10278-026-01882-7}
}

RIS

TY  - JOUR
TI  - Advanced Prompting Techniques Informed by Clinical Expertise Improve the Accuracy of LLM Data Extraction but Increase Non-Determinism.
AU  - Wang Y
AU  - Cisneros AA
AU  - Stewart C
AU  - Malekhedayat M
AU  - Luong J
AU  - Smith-Bindman R
AU  - Mongan J
PY  - 2026
JO  - Journal of imaging informatics in medicine
DO  - 10.1007/s10278-026-01882-7
UR  - https://doi.org/10.1007/s10278-026-01882-7
ER  - 

APA

Y, W., AA, C., C, S., M, M., J, L., R, S., & J, M. (2026). Advanced Prompting Techniques Informed by Clinical Expertise Improve the Accuracy of LLM Data Extraction but Increase Non-Determinism.. Journal of imaging informatics in medicine. https://doi.org/10.1007/s10278-026-01882-7

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