Large language models in medical and healthcare fields: applications, advances, and challenges

D Wang, S Zhang - Artificial Intelligence Review, 2024 - Springer
Large language models (LLMs) are increasingly recognized for their advanced language
capabilities, offering significant assistance in diverse areas like medical communication …

Overview of the mediqa-corr 2024 shared task on medical error detection and correction

AB Abacha, W Yim, Y Fu, Z Sun, F **a… - Proceedings of the …, 2024 - aclanthology.org
Automatic detection and correction of medical errors enables a more rigorous validation of
medical documentation as well as clinical notes generated by large language models. Such …

Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development …

S Liu, AB McCoy, A Wright - Journal of the American Medical …, 2025 - academic.oup.com
Objective The objectives of this study are to synthesize findings from recent research of
retrieval-augmented generation (RAG) and large language models (LLMs) in biomedicine …