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Title:

Evaluation and mitigation of the limitations of large language models in clinical decision-making.

Document type:
Journal Article
Author(s):
Hager, Paul; Jungmann, Friederike; Holland, Robbie; Bhagat, Kunal; Hubrecht, Inga; Knauer, Manuel; Vielhauer, Jakob; Makowski, Marcus; Braren, Rickmer; Kaissis, Georgios; Rueckert, Daniel
Abstract:
Clinical decision-making is one of the most impactful parts of a physician's responsibilities and stands to benefit greatly from artificial intelligence solutions and large language models (LLMs) in particular. However, while LLMs have achieved excellent performance on medical licensing exams, these tests fail to assess many skills necessary for deployment in a realistic clinical decision-making environment, including gathering information, adhering to guidelines, and integrating into clinical w...     »
Journal title abbreviation:
Nat Med
Year:
2024
Journal volume:
30
Journal issue:
9
Pages contribution:
2613-2622
Fulltext / DOI:
doi:10.1038/s41591-024-03097-1
Pubmed ID:
http://view.ncbi.nlm.nih.gov/pubmed/38965432
Print-ISSN:
1078-8956
TUM Institution:
Institut für Diagnostische und Interventionelle Radiologie (Prof. Makowski); Institut für KI und Informatik in der Medizin (Prof. Rückert)
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