Medical Ethics of Large Language Models in Medicine

Author:

Ong Jasmine Chiat Ling12ORCID,Chang Shelley Yin-Hsi34ORCID,William Wasswa56ORCID,Butte Atul J.678ORCID,Shah Nigam H.91011ORCID,Chew Lita Sui Tjien121314ORCID,Liu Nan2ORCID,Doshi-Velez Finale15ORCID,Lu Wei16ORCID,Savulescu Julian171819ORCID,Ting Daniel Shu Wei22021ORCID

Affiliation:

1. Division of Pharmacy, Singapore General Hospital, Singapore

2. Duke-NUS Medical School, National University of Singapore, Singapore

3. Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan

4. College of Medicine, Chang Gung University, Taoyuan, Taiwan

5. Department of Biomedical Sciences and Engineering, Mbarara University of Science and Technology, Mbarara, Uganda

6. Center for Data-Driven Insights and Innovation, University of California Health, Oakland, CA

7. Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco

8. Department of Pediatrics, University of California, San Francisco, San Francisco

9. Stanford Health Care, Palo Alto, CA

10. Department of Medicine, School of Medicine, Stanford University, Stanford, CA

11. Clinical Excellence Research Center, School of Medicine, Stanford University, Stanford, CA

12. Department of Pharmacy, National University of Singapore, Singapore

13. Singapore Health Services, Pharmacy and Therapeutics Council Office, Singapore

14. Department of Pharmacy, National Cancer Centre Singapore, Singapore

15. Harvard Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA

16. StatNLP Research Group, Singapore University of Technology and Design, Singapore

17. Murdoch Children’s Research Institute, Melbourne, VIC, Australia

18. Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

19. Oxford Uehiro Centre for Practical Ethics, Faculty of Philosophy, University of Oxford, Oxford, United Kingdom

20. Artificial Intelligence and Digital Innovation, Singapore Eye Research Institute, Singapore National Eye Center, Singapore Health Service, Singapore

21. Byers Eye Institute, Stanford University, Stanford, CA

Publisher

Massachusetts Medical Society

Reference96 articles.

1. Anil R Dai AM Firat O et al. PaLM 2 technical report. May 17 2023 (https://arxiv.org/abs/2305.10403). Preprint.

2. Open AI Achiam J Adler S et al. GPT-4 technical report. March 15 2023 (https://arxiv.org/abs/2303.08774). Preprint.

3. Thoppilan R Freitas DD Hall J. LaMDA: language models for dialog applications. January 20 2022 (https://arxiv.org/abs/2201.08239). Preprint.

4. Touvron H Lavril T Izacard G. LLaMA: open and efficient foundation language models. February 27 2023 (https://arxiv.org/abs/2302.13971). Preprint.

5. Chung HW Hou L Longpre S et al. Scaling instruction-finetuned language models. October 20 2022 (https://arxiv.org/abs/2210.11416). Preprint.

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