Concepedia

Assessment of Large Language Models in Clinical Reasoning: A Novel Benchmarking Study

Liam G. McCoy, Rajiv Swamy, Nidhish Sagar, Minjia Wang, Stephen Bacchi, Jie Ming Nigel Fong, Nigel CK Tan, Kevin Tan, Thomas Buckley, Peter G. Brodeur,

NEJM AI · 2025 · 28 citations · 24 references

Concepts

ComputingBiomedical InformaticsComputer ScienceClinical Decision SupportDiagnostic ReasoningNatural Language ProcessingClinical Knowledge RepresentationClinical Natural Language ProcessingClinical ReasoningLanguage ModelingLanguage ModelsClinical Decision Support Knowledge ModelsClinical Diagnostic ReasoningClinical Language ModelsClinical Problem RepresentationClinical Question AnsweringClinical Reasoning SupportLarge Language Models

References

24

SciPy 1.0: fundamental algorithms for scientific computing in Python

Nature Methods · 2020 · 37.9K citations · Full text

Computing, Computer Science, Algorithms +5

Competency-based medical education: theory to practice

Jason R. Frank, Linda Snell, Olle ten Cate et al. · Medical Teacher · 2010 · 2.7K citations

Education, Curriculum, Medical Education +14

Adapted large language models can outperform medical experts in clinical text summarization

Dave Van Veen, Cara Van Uden, Louis Blankemeier et al. · Nature Medicine · 2024 · 664 citations · Full text

Computing, Biomedical Informatics, Health Informatics +15

Large Language Model Influence on Diagnostic Reasoning

Ethan Goh, Robert Gallo, Jason Hom et al. · JAMA Network Open · 2024 · 541 citations · Full text

Medicine, Family Medicine, Internal Medicine +15

Script concordance testing: From theory to practice: AMEE Guide No. 75

Stuart Lubarsky, Valérie Dory, Paul Duggan et al. · Medical Teacher · 2013 · 190 citations · Full text

Education, Educational Assessment, Medical Education +15