Are LLMs Ready to Assist Physicians? PhysAssistBench for Interactive Doctor-Patient-EHR Assistance

Danli Shi·Guangyuan Li·Yan Jiang·Daniel Rueckert·Shaoxiong Ji·Yinghong Yu·Peijie Yu·Sihan Shang+7 more

Jun 17, 2026submitted

48citations

View PDF arXiv page Code4.1k

Preview of Are LLMs Ready to Assist Physicians? PhysAssistBench for Interactive Doctor-Patient-EHR Assistance

TL;DR

AI-GENERATED

State-of-the-art research on Are LLMs Ready to Assist Physicians? Phy achieving benchmark breakthroughs.

TASKS

AI Safety

METHODS

LoRA

Related Papers

Back to papers

Repository

lucidrains/linformer

Official

4.1kstars184forks

Official implementation from the authors

Open Repository

Citation

@article{shi2026,
  author = {Danli Shi, Guangyuan Li, Yan Jiang, Daniel Rueckert, Shaoxiong Ji, Yinghong Yu, Peijie Yu, Sihan Shang, Jiazhen Pan, Qianlong Zhao, Shengbo Gao, Tianming Du, Behzad Bozorgtabar, My Linh Nguyen, Jiancheng Yang},
  title = {Are LLMs Ready to Assist Physicians? PhysAssistBench for Interactive Doctor-Patient-EHR Assistance},
  year = {2026},
  eprint = {2606.18613},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2606.18613},
}

Paper Details

Published

Jun 17, 2026

Updated

Jun 26, 2026, 01:06 PM

DOI

10.48550/arXiv.2606.18613

arXiv

2606.18613

License

CC-BY-4.0

Source

Verified Archive

References

Citations