Leveraging LLM to Identify Missed Information in Patient-Physician Interactions: Improving Healthcare Service Quality

Abdin M. Aneja J. Awadalla H. Awadallah A. Awan A. A. Bach N. Bahree A. Bakhtiari A. Bao J. Behl H. , & others. (2024). Phi-3 technical report: A highly capable language model locally on your phone. arXiv Preprint arXiv:2404.14219.

Asan O. Montague E. (2012). Physician interactions with electronic health records in primary care. Health Systems, 1(2), 96–103. https://doi.org/10.1057/hs.2012.11

BMJ Best Practice. (2024). Common cold. https://bestpractice.bmj.com/topics/en-gb/252

Clarke A. Adamson J. Watt I. Sheard L. Cairns P. Wright J. (2016). The impact of electronic records on patient safety: A qualitative study. BMC Medical Informatics and Decision Making, 16(1), 62. https://doi.org/10.1186/s12911-016-0299-y

Downing N. L. Bates D. W. Longhurst C. A. (2018). Physician Burnout in the Electronic Health Record Era: Are We Ignoring the Real Cause? Annals of Internal Medicine, 169(1), 50–51. https://doi.org/10.7326/M18-0139

Fong A. (2021). Realizing the Power of Text Mining and Natural Language Processing for Analyzing Patient Safety Event Narratives: The Challenges and Path Forward. Journal of Patient Safety, 17(8), e834–e836. https://doi.org/10.1097/PTS.0000000000000837

Jie Xu O. A . (2013). Dynamic Comparison of Physicians’ Interaction Style with Electronic Health Records in Primary Care Settings. Journal of General Practice, 02(01). https://doi.org/10.4172/2329-9126.1000137

Park S. Y. Lee S. Y. Chen Y. (2012). The effects of EMR deployment on doctors’ work practices: A qualitative study in the emergency department of a teaching hospital. International Journal of Medical Informatics, 81(3), 204–217. https://doi.org/10.1016/j.ijmedinf.2011.12.001

Plaquet A. Bredin H. (2023). Powerset multi-class cross entropy loss for neural speaker diarization. arXiv Preprint arXiv:2310.13025.

Radford A. Kim J. W. Xu T. Brockman G. McLeavey C. Sutskever I. (2022). Robust Speech Recognition via Large-Scale Weak Supervision (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2212.04356

Tai-Seale M. Olson C. W. Li J. Chan A. S. Morikawa C. Durbin M. Wang W. Luft H. S. (2017). Electronic Health Record Logs Indicate That Physicians Split Time Evenly Between Seeing Patients And Desktop Medicine. Health Affairs, 36(4), 655–662. https://doi.org/10.1377/hlthaff.2016.0811