A framework for human evaluation of large language models in healthcare derived from literature review.

Sumit Kapoor

Thomas Yu Chow Tam Sonish Sivarajkumar Sumit Kapoor Alisa V. Stolyar Katelyn Polanska Karleigh R. McCarthy Hunter Osterhoudt Xizhi Wu Shyam Visweswaran Sunyang Fu Piyush Mathur Giovanni E. Cacciamani Cong Sun 0004 Yifan Peng 0002 Yanshan Wang A framework for human evaluation of large language models in healthcare derived from literature review. 2024 7 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-024-01258-7 db/journals/npjdm/npjdm7.html#TamSKSPMOWVFMCSPW24 streams/journals/npjdm

David Oniani Xizhi Wu Shyam Visweswaran Sumit Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines. 694-702 2024 ICHI https://doi.org/10.1109/ICHI61247.2024.00111 conf/ichi/2024 db/conf/ichi/ichi2024.html#OnianiWVKKPW24

David Oniani Xizhi Wu Shyam Visweswaran Sumit Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines. 2024 abs/2401.11120 CoRR https://doi.org/10.48550/arXiv.2401.11120 db/journals/corr/corr2401.html#abs-2401-11120

Thomas Yu Chow Tam Sonish Sivarajkumar Sumit Kapoor Alisa V. Stolyar Katelyn Polanska Karleigh R. McCarthy Hunter Osterhoudt Xizhi Wu Shyam Visweswaran Sunyang Fu Piyush Mathur Giovanni E. Cacciamani Cong Sun 0004 Yifan Peng 0002 Yanshan Wang A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare. 2024 abs/2405.02559 CoRR https://doi.org/10.48550/arXiv.2405.02559 db/journals/corr/corr2405.html#abs-2405-02559

Miguel Contreras Sumit Kapoor Jiaqing Zhang Andrea Davidson Yuanfang Ren Ziyuan Guan Tezcan Ozrazgat-Baslanti Subhash Nerella Azra Bihorac Parisa Rashidi DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR. 2024 abs/2410.17363 CoRR https://doi.org/10.48550/arXiv.2410.17363 db/journals/corr/corr2410.html#abs-2410-17363 streams/journals/corr

Tezcan BaslantiTezcan Ozrazgat-Baslanti Azra Bihorac Giovanni E. Cacciamani Miguel Contreras Andrea Davidson Sunyang Fu Ziyuan Guan Shravan Kooragayalu Piyush Mathur Karleigh R. McCarthy Subhash Nerella David Oniani Hunter Osterhoudt Yifan Peng 0002 Katelyn Polanska Parisa Rashidi Yuanfang Ren Sonish Sivarajkumar Alisa V. Stolyar Cong Sun 0004 Thomas Yu Chow Tam Shyam Visweswaran Yanshan Wang Xizhi Wu Jiaqing Zhang