Large language models in medicine

AJ Thirunavukarasu, DSJ Ting, K Elangovan… - Nature medicine, 2023 - nature.com
potential to improve the efficiency and effectiveness of clinical, educational and research work
in medicine… However, caution is warranted, as frequent mistakes — especially in medicine

The future landscape of large language models in medicine

J Clusmann, FR Kolbinger, HS Muti, ZI Carrero… - … medicine, 2023 - nature.com
potential of LLMs in medical education, examining their potential impact on the critical thinking
abilities of healthcare … addressed in medical education as LLMs become more prevalent. …

[HTML][HTML] Attention is not all you need: the complicated case of ethically using large language models in healthcare and medicine

S Harrer - EBioMedicine, 2023 - thelancet.com
… On the dangers of stochastic parrots: can language models be too … training for healthcare
workers to adapt to the use of AI, and potential job losses due to use of automated systems …

… utility of ChatGPT as an example of large language models in healthcare education, research and practice: Systematic review on the future perspectives and potential …

M Sallam - MedRxiv, 2023 - medrxiv.org
… (finding optimal solutions for complex problems by application of the evolutionary principles)…
-based large language model (LLM) trained on massive text datasets in multiple languages

ChatGPT and other large language models are double-edged swords

Y Shen, L Heacock, J Elias, KD Hentel, B Reig, G Shih… - Radiology, 2023 - pubs.rsna.org
Large language models (LLMs) are deep learning models trained to understand and generate
natural language. … in the clinical setting and their potential effects on medical journalism. …

Implications of large language models such as ChatGPT for dental medicine

F Eggmann, R Weiger, NU Zitzmann… - Journal of Esthetic and …, 2023 - Wiley Online Library
… LLMs have numerous potential applications in dental medicine, from streamlined dental
record keeping to AI support in clinical decision making. While such applications may become …

[HTML][HTML] Large language models encode clinical knowledge

K Singhal, S Azizi, T Tu, SS Mahdavi, J Wei, HW Chung… - Nature, 2023 - nature.com
potential in medicine, we consider the answering of medical … to medical questions requires
comprehension of medical … priming the model to solve these types of problems rather than …

ChatGPT for good? On opportunities and challenges of large language models for education

E Kasneci, K Seßler, S Küchemann, M Bannert… - Learning and individual …, 2023 - Elsevier
… , and interesting related questions to problems, which can help … , medical, IT) in order to
generate domain-specific language … In conclusion, large language models have the potential to …

The first step is the hardest: pitfalls of representing and tokenizing temporal data for large language models

D Spathis, F Kawsar - Journal of the American Medical …, 2024 - academic.oup.com
… textual information, uncovering the potential pitfalls that can hamper the effective … Last, we
discuss potential solutions from the rapidly growing area of … Tokenization in language models

Can large language models reason about medical questions?

V Liévin, CE Hother, AG Motzfeldt, O Winther - Patterns, 2024 - cell.com
… is an emerging paradigm for applying LLMs to new problems without fine-tuning the weights
… Nonetheless, LLMs are powerful tools and therefore have the potential to transform the field …