Hierarchical prompting with reasoning large language models for immune checkpoint inhibitor-associated myocarditis evidence extraction pilot study

Enshuo Hsu, Sheng-Chieh Lu, Sara Ebrahimi, Noah Beinart, Keila C Ostos-Mendoza, Anita Deswal, Kirk Roberts, Trey Kell, Jeff Jin, Nicolas L Palaskas

Open source

DOI
10.1093/ehjdh/ztag145
Published
2026-09-04
Container
European Heart Journal - Digital Health
Publisher
Oxford University Press (OUP)
Open access
unknown

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BibTeX

@article{allodium:10.1093/ehjdh/ztag145,
  title = {Hierarchical prompting with reasoning large language models for immune checkpoint inhibitor-associated myocarditis evidence extraction pilot study},
  author = {Enshuo Hsu and Sheng-Chieh Lu and Sara Ebrahimi and Noah Beinart and Keila C Ostos-Mendoza and Anita Deswal and Kirk Roberts and Trey Kell and Jeff Jin and Nicolas L Palaskas},
  year = {2026},
  journal = {European Heart Journal - Digital Health},
  doi = {10.1093/ehjdh/ztag145},
  url = {https://doi.org/10.1093/ehjdh/ztag145}
}

RIS

TY  - JOUR
TI  - Hierarchical prompting with reasoning large language models for immune checkpoint inhibitor-associated myocarditis evidence extraction pilot study
AU  - Enshuo Hsu
AU  - Sheng-Chieh Lu
AU  - Sara Ebrahimi
AU  - Noah Beinart
AU  - Keila C Ostos-Mendoza
AU  - Anita Deswal
AU  - Kirk Roberts
AU  - Trey Kell
AU  - Jeff Jin
AU  - Nicolas L Palaskas
PY  - 2026
JO  - European Heart Journal - Digital Health
DO  - 10.1093/ehjdh/ztag145
UR  - https://doi.org/10.1093/ehjdh/ztag145
ER  - 

APA

Hsu, E., Lu, S., Ebrahimi, S., Beinart, N., Ostos-Mendoza, K. C., Deswal, A., Roberts, K., Kell, T., Jin, J., & Palaskas, N. L. (2026). Hierarchical prompting with reasoning large language models for immune checkpoint inhibitor-associated myocarditis evidence extraction pilot study. European Heart Journal - Digital Health. https://doi.org/10.1093/ehjdh/ztag145

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