Toward expert-level medical question answering with large language models

K Singhal, T Tu, J Gottweis, R Sayres, E Wulczyn… - Nature Medicine, 2025 - nature.com
Large language models (LLMs) have shown promise in medical question answering, with
Med-PaLM being the first to exceed a 'passing'score in United States Medical Licensing …

Participation in the age of foundation models

H Suresh, E Tseng, M Young, M Gray… - Proceedings of the …, 2024 - dl.acm.org
Growing interest and investment in the capabilities of foundation models has positioned
such systems to impact a wide array of services, from banking to healthcare. Alongside …

The case for globalizing fairness: a mixed methods study on colonialism, AI, and health in Africa

MN Asiedu, A Dieng, I Haykel, N Rostamzadeh… - Proceedings of the 4th …, 2024 - dl.acm.org
With growing application of machine learning (ML) technologies in healthcare, there have
been calls for develo** techniques to understand and mitigate biases these systems may …

Mitigating the risk of health inequity exacerbated by large language models

Y Ji, W Ma, S Sivarajkumar, H Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in large language models have demonstrated their potential in
numerous medical applications, particularly in automating clinical trial matching for …

[HTML][HTML] Evaluating the performance of large language models in predicting diagnostics for Spanish clinical cases in cardiology

J Delaunay, J Cusido - Applied Sciences, 2024 - mdpi.com
This study explores the potential of large language models (LLMs) in predicting medical
diagnoses from Spanish-language clinical case descriptions, offering an alternative to …

Generative ai in medicine

D Shanmugam, M Agrawal, R Movva, IY Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
The increased capabilities of generative AI have dramatically expanded its possible use
cases in medicine. We provide a comprehensive overview of generative AI use cases for …